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Robotics



 
 
Robotics is the science and technology of robot
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
s, and their design, manufacture, and application. Robotics has connections to electronics
Electronics

Electronics refers to the flow of charge through nonmetal electrical conductor , whereas electrical refers to the flow of charge through metal electrical conductor....
, mechanics
Mechanics

Mechanics is the branch of physics concerned with the behaviour of physical body when subjected to forces or Displacement , and the subsequent effect of the bodies on their environment....
, and software.

lass="link1" onMouseover='showByLink("m4124839",this)' onMouseout='hide("m4124839")'href="http://www.absoluteastronomy.com/topics/Unimate">Unimate
Unimate

Unimate was the first industrial robot,which worked on a General Motors assembly line in New Jersey, in 1961 in science.It was created by George Devol in the 1950s using his original patents....
, was installed in 1961 to lift hot pieces of metal from a die casting machine and stack them.






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Robotics is the science and technology of robot
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
s, and their design, manufacture, and application. Robotics has connections to electronics
Electronics

Electronics refers to the flow of charge through nonmetal electrical conductor , whereas electrical refers to the flow of charge through metal electrical conductor....
, mechanics
Mechanics

Mechanics is the branch of physics concerned with the behaviour of physical body when subjected to forces or Displacement , and the subsequent effect of the bodies on their environment....
, and software.

Origins


Stories of artificial helpers and companions and attempts to create them have a long history, but fully autonomous machines only appeared in the 20th century. The first digitally operated and programmable robot, the Unimate
Unimate

Unimate was the first industrial robot,which worked on a General Motors assembly line in New Jersey, in 1961 in science.It was created by George Devol in the 1950s using his original patents....
, was installed in 1961 to lift hot pieces of metal from a die casting machine and stack them. Today, commercial and industrial robot
Industrial robot

An industrial robot is officially defined by International Organization for Standardization as an automatically controlled, reprogrammable, multipurpose manipulator programmable in three or more axes....
s are in widespread use performing jobs more cheaply or with greater accuracy and reliability than humans. They are also employed for jobs which are too dirty, dangerous, or dull to be suitable for humans. Robots are widely used in manufacturing
Manufacturing

Manufacturing is the use of machine, tool and labor to make things for use or sale. The term may refer to a range of human activity, from handicraft to high tech, but is most commonly applied to Industry production, in which raw material are transformed into finished good on a large scale....
, assembly and packing, transport, earth and space exploration, surgery, weaponry, laboratory research, safety, and mass production of consumer and industrial goods.

Date Significance Robot Name Inventor
First century A.D. and earlier Descriptions of more than 100 machines and automata, including a fire engine, a wind organ, a coin-operated machine, and a steam-powered engine, in Pneumatica and Automata by Heron of Alexandria
Hero of Alexandria

Hero of Alexandria . was an ancient Greek mathematics who was a resident of a Roman province ; he was also an engineer who was active in his hometown of Alexandria....
  Ctesibius
Ctesibius

Ctesibius or Ktesibios or Tesibius was a Ancient Greece inventor and mathematician in Alexandria, Ptolemaic Egypt. He wrote the first treatises on the science of compressed air and its uses in pumps ....
, Philo of Byzantium
Philo of Byzantium

Philo of Byzantium , also known as Philo Mechanicus, a Greeks writer on mechanics, flourished during the latter half of the 2nd century B.C....
, Heron of Alexandria, and others
1206 First programmable
Computer programming

Computer programming is the process of writing, testing, debugging/troubleshooting, and maintaining the source code of computer programs. This source code is written in a programming language....
 humanoid robot
Humanoid robot

A humanoid robot is a robot with its overall appearance based on that of the human body. In general humanoid robots have a torso with a head, two arms and two legs, although some forms of humanoid robots may model only part of the body, for example, from the waist up....
s
Boat with four robotic musicians Al-Jazari
Al-Jazari

Abu al-'Iz Ibn Isma'il ibn al-Razaz al-Jazari was an important Arab Ulema, Inventions in the Muslim world, Timeline of Muslim scientists and engineers, Artisan, Islamic art and Islamic astronomy from Al-Jazira, Mesopotamia who lived during the Islamic Golden Age ....
c. 1495 Designs for a humanoid robot Mechanical knight Leonardo da Vinci
Leonardo da Vinci

Leonardo di ser Piero da Vinci was an Italy polymath, being a scientist, mathematician, engineer, inventor, anatomist, Painting, sculptor, architect, botanist, musician and writer....
1738 Mechanical duck that was able to eat, flap its wings, and excrete Digesting Duck
Digesting Duck

The Canard Dig?rateur, or Digesting Duck, was an automaton in the form of duck, created by Jacques de Vaucanson in 1739. The mechanical duck appeared to have the ability to eat kernels of grain, and to metabolise and defecate them....
Jacques de Vaucanson
Jacques de Vaucanson

Jacques de Vaucanson was a French inventor and artist with a mechanical background who is credited with creating the world's first true robots, as well as for creating the first completely automated loom....
1800s Japanese mechanical toys that served tea, fired arrows, and painted Karakuri toys Tanaka Hisashige
1921 First fictional automatons called "robots" appear in the play R.U.R. Rossum's Universal Robots Karel Capek
Karel Capek

Dr. 'Karel Capek' was one of the most influential Czech language writers of the 20th century. He introduced and made popular the frequently used international word robot, which first appeared in his play R.U.R....
1930s Humanoid robot exhibited at the 1939 and 1940 World's Fairs Elektro
Elektro

Elektro is the nickname of a robot built by the Pittsburgh, Pennsylvania Westinghouse Electric Corporation in its Mansfield, Ohio facility between 1937 and 1938....
Westinghouse Electric Corporation
Westinghouse Electric (1886)

Founded in 1886 as Westinghouse Electric Company and later renamed Westinghouse Electric Corporation by George Westinghouse. The company purchased CBS in 1995 and was renamed CBS Corporation in 1997....
1948 Simple robots exhibiting biological behaviors Elsie and Elmer William Grey Walter
William Grey Walter

W. Grey Walter was a neurophysiologist and robotician....
1956 First commercial robot, from the Unimation company founded by George Devol
George Devol

George Charles Devol, Jr. is the inventor of the first industrial robot, called Unimate. He co-founded the first robot company Unimation. As an inventor he has over 40 patents and is president of Devol Research....
 and Joseph Engelberger
Joseph Engelberger

Joseph F. Engelberger is an engineer and entrepreneur who is often credited with being the "Father of Robotics". Along with the inventor of the industrial robot, George Devol, Engelberger developed the first industrial robot in the United States, the Unimate, in the 1950s....
, based on Devol's patents
Unimate
Unimate

Unimate was the first industrial robot,which worked on a General Motors assembly line in New Jersey, in 1961 in science.It was created by George Devol in the 1950s using his original patents....
George Devol
George Devol

George Charles Devol, Jr. is the inventor of the first industrial robot, called Unimate. He co-founded the first robot company Unimation. As an inventor he has over 40 patents and is president of Devol Research....
1961 First installed industrial robot Unimate
Unimate

Unimate was the first industrial robot,which worked on a General Motors assembly line in New Jersey, in 1961 in science.It was created by George Devol in the 1950s using his original patents....
George Devol
George Devol

George Charles Devol, Jr. is the inventor of the first industrial robot, called Unimate. He co-founded the first robot company Unimation. As an inventor he has over 40 patents and is president of Devol Research....
1963 First palletizing robot Palletizer Fuji Yusoki Kogyo
1973 First industrial robot with six electromechanically driven axes Famulus KUKA Robot Group
KUKA

KUKA Robotics and its German parent company KUKA is one of the world's leading manufacturers of industrial robots and automation for a variety of industries - from automotive and fabricated metals to food and plastics....
1975 Programmable universal manipulation arm, a Unimation product PUMA
Programmable Universal Machine for Assembly

The PUMA is an industrial robot arm developed by Victor Scheinman at pioneering robot company Unimation. Initially developed for General Motors Corporation, the PUMA was based on earlier designs Scheinman invented while at Massachusetts Institute of Technology and Stanford University....
Victor Scheinman
Victor Scheinman

Victor Scheinman is a pioneer in the field of robot. He is a graduate of the now-defunct New Lincoln High School in New York. In the late 1950s, and while in high school, Scheinman engineered a speech-to-text machine as a science fair project....
 


According to the Oxford English Dictionary
Oxford English Dictionary

The Oxford English Dictionary , published by the Oxford University Press , is a comprehensive dictionary of the English language. Two fully-bound print editions of the OED have been published under its current name, in 1928 and 1989; as of December 2008 the dictionary's current editors have completed a quarter of the third edition....
, the word robotics was first used in print by Isaac Asimov
Isaac Asimov

Isaac Asimov , was a Russian-born United States author and professor of biochemistry, best known for his works of science fiction and for his popular science books....
, in his science fiction
Science fiction

Science fiction is a broad genre of fiction that often involves speculations based on current or future science or technology. Science fiction is found in books, art, television, films, games, theatre, and other media....
 short story "Liar!
Liar!

"Liar!" is a science fiction short story by Isaac Asimov that first appeared in the May 1941 issue of Astounding Science Fiction and was reprinted in the collections I, Robot and The Complete Robot ....
", published in May 1941 in Astounding Science Fiction
Analog Science Fiction and Fact

Analog Science Fiction and Fact is an United States science fiction magazine. As of 2007, it is the longest continually published magazine of that genre....
. Asimov was unaware that he was coining the term; since the science and technology of electrical devices is electronics, he assumed robotics already referred to the science and technology of robots. The word robot was introduced to the public by Czech
Czechoslovakia

Czechoslovakia was a sovereign state in Central Europe that existed from October 1918 until 1992 . On January 1, 1993, Czechoslovakia dissolution of Czechoslovakia into the Czech Republic and Slovakia....
 writer Karel Capek
Karel Capek

Dr. 'Karel Capek' was one of the most influential Czech language writers of the 20th century. He introduced and made popular the frequently used international word robot, which first appeared in his play R.U.R....
 in his play R.U.R. (Rossum's Universal Robots)
R.U.R. (Rossum's Universal Robots)

R.U.R. is a science fiction play in the Czech language by Karel Capek. It premiered in 1921 in literature and is famous for having introduced and popularized the term robot....
, which premiered in 1921.

Components of robots


Structure

The structure
Structure

Structure is a fundamental and sometimes intangible notion covering the recognition, observation, nature , and stability of patterns and relationships of entities....
 of a robot is usually mostly mechanical
Machine

A machine is any device that uses energy to perform some activity. In common usage, the meaning is that of a device having parts that perform or assist in performing any type of work....
 and can be called a kinematic
Kinematics

Kinematics is a branch of classical mechanics which describes the motion of objects without consideration of the causes leading to the motion....
 chain (its functionality being similar to the skeleton of the human body). The chain is formed of links (its bones), actuator
Actuator

An actuator is a mechanical device for moving or controlling a mechanism or system....
s (its muscles), and joints which can allow one or more degrees of freedom. Most contemporary robots use open serial chains in which each link connects the one before to the one after it. These robots are called serial robots and often resemble the human arm. Some robots, such as the Stewart platform
Stewart platform

A Stewart platform is a kind of parallel manipulator using an octahedral assembly of struts. A Stewart platform has six Degrees of freedom ....
, use a closed parallel kinematical chain. Other structures, such as those that mimic the mechanical structure of humans, various animals, and insects, are comparatively rare. However, the development and use of such structures in robots is an active area of research (e.g. biomechanics
Biomechanics

Biomechanics is the application of mechanical principles to living organisms. This includes bioengineering, the research and analysis of the mechanics of living organisms and the application of engineering principles to and from biological systems....
). Robots used as manipulators have an end effector mounted on the last link. This end effector can be anything from a welding
Welding

Welding is a fabrication or sculpture process that joins materials, usually metals or thermoplastics, by causing coalescence . This is often done by melting the workpieces and adding a filler material to form a pool of molten material that cools to become a strong joint, with pressure sometimes used in conjunction with heat, or by itself,...
 device to a mechanical hand
Hand

The hands are the two intricate, prehensile, multi-fingered body parts normally located at the end of each arm of a human or other primate. They are the chief organs for physically manipulating the environment, using anywhere from the roughest motor skills to the finest , and since the fingertips contain some of the densest areas of nerve e...
 used to manipulate the environment.

Power source

At present; mostly (lead-acid) batteries
Battery (electricity)

In electronics, a battery or voltaic cell is a combination of one or more electrochemical cell Galvanic cells which store chemical energy that can be converted into electric potential energy, creating electricity....
 are used, but potential powersources could be:
  • compressed air canisters (see air car
    Air car

    A compressed air car is an Alternative fuel vehicle car that uses a motor powered by compressed air. The car can be powered solely by air, or combined with gasoline/diesel/ethanol or electric plant and regenerative braking....
    )
  • flywheel energy storage
    Flywheel energy storage

    Flywheel energy storage works by accelerating a rotor to a very high speed and maintaining the energy in the system as rotational energy. The energy is converted back by slowing down the flywheel....
  • organic garbage (trough anaerobic digestion
  • feces (human, animal); may be interesting in a military context as feces of small combat groups may be reused for the energy requirements of the robot assistant (see DEKA's project Slingshot stirling engine on how the system would operate)
  • still untested energy sources (eg Joe Cell, ...)
  • radioactive source (such as with the proposed Ford car of the '50); too proposed in movies as Red Planet (film)
    Red Planet (film)

    Red Planet is a science fiction film directed by Antony Hoffman, featuring Carrie-Anne Moss and Val Kilmer....


Actuation

Actuators are the "muscle
MUSCLE

MUSCLE is public domain, multiple sequence alignment software for protein and nucleotide sequences.MUSCLE is integrated into UGENE bioinformatics tool as a plugin....
s" of a robot, the parts which convert stored energy
Potential energy

Potential energy can be thought of as energy stored within a physical system. It is called potential energy because it has the potential to be converted into other forms of energy, such as kinetic energy, and to do Mechanical work in the process....
 into movement. By far the most popular actuators are electric motor
Electric motor

An electric motor uses electrical energy to produce mechanical energy, nearly always by the interaction of magnetic fields and current-carrying conductors....
s, but there are many others, powered by electricity, chemicals, and compressed air.
  • Motors: The vast majority of robots use electric motors, including brushed and brushless DC motors.
  • Stepper motors: As the name suggests, stepper motor
    Stepper motor

    A stepper motor is a Brushless DC electric motor, synchronous electric motor that can divide a full rotation into a large number of steps. The motor's position can be controlled precisely, without any feedback mechanism ....
    s do not spin freely like DC motors; they rotate in discrete steps, under the command of a controller. This makes them easier to control, as the controller knows exactly how far they have rotated, without having to use a sensor. Therefore, they are used on many robots and CNC machines.
  • Piezo motors: A recent alternative to DC motors are piezo motor
    Piezoelectric motor

    A piezoelectric motor or piezo motor is a type of electric motor based upon the change in shape of a piezoelectricity when an electric field is applied....
    s or ultrasonic motor
    Ultrasonic motor

    An ultrasonic motor is a type of electric motor formedfrom the ultrasonic vibration of a component, the stator, placedagainst another, the Rotor or slider depending on the scheme...
    s. These work on a fundamentally different principle, whereby tiny piezoceramic
    Piezoelectricity

    Piezoelectricity is the ability of some materials to generate an electric potential in response to applied mechanical Stress . This may Piezoelectricity#Crystal classes of a separation of electric charge across the crystal lattice....
     elements, vibrating many thousands of times per second, cause linear or rotary motion. There are different mechanisms of operation; one type uses the vibration of the piezo elements to walk the motor in a circle or a straight line. Another type uses the piezo elements to cause a nut to vibrate and drive a screw. The advantages of these motors are nanometer
    Nanometre

    A nanometre is a Units of measurement of length in the metric system, equal to one billionth of a metre .It is one of the more often used units for very small lengths, and equals ten ?ngstr?m, an internationally recognized non-International System of Units of length....
     resolution, speed, and available force for their size. These motors are already available commercially, and being used on some robots.
  • Air muscles: The air muscle
    Pneumatic artificial muscles

    Pneumatic artificial muscles are contractile or extensional devices operated by Compressed air. Similarly to human muscles, PAMs are usually grouped in pairs : one Agonist and one Antagonist ....
     is a simple yet powerful device for providing a pulling force. When inflated with compressed air, it contracts by up to 40% of its original length. The key to its behavior is the braiding visible around the outside, which forces the muscle to be either long and thin, or short and fat. Since it behaves in a very similar way to a biological muscle, it can be used to construct robots with a similar muscle/skeleton system to an animal. For example, the Shadow robot hand uses 40 air muscles to power its 24 joints.
  • Electroactive polymers: Electroactive polymers
    Electroactive polymers

    Electroactive Polymers or EAPs are polymers whose shape is modified when a voltage is applied to them.They can be used as actuators or sensors....
     are a class of plastic
    Plastic

    Plastic is the general common term for a wide range of synthetic or semisynthetic organic chemistry solid materials suitable for the manufacture of industrial products....
    s which change shape in response to electrical stimulation. They can be designed so that they bend, stretch, or contract, but so far there are no EAPs suitable for commercial robots, as they tend to have low efficiency or are not robust. Indeed, all of the entrants in a recent competition to build EAP powered arm wrestling robots, were beaten by a 17 year old girl. However, they are expected to improve in the future, where they may be useful for microrobotic applications.
  • Elastic nanotubes: These are a promising, early-stage experimental technology. The absence of defects in nanotube
    Nanotube

    A nanotube is a nanometer-scale tube-like structure. It may refer to:* Carbon nanotube* Inorganic nanotube* DNA nanotechnology#DNA nanotubes...
    s enables these filaments to deform elastically by several percent, with energy storage levels of perhaps 10J per cu cm for metal nanotubes. Human biceps could be replaced with an 8mm diameter wire of this material. Such compact "muscle" might allow future robots to outrun and outjump humans.


Manipulation

Robots which must work in the real world require some way to manipulate objects; pick up, modify, destroy, or otherwise have an effect. Thus the 'hands' of a robot are often referred to as end effectors, while the arm is referred to as a manipulator. Most robot arms have replaceable effectors, each allowing them to perform some small range of tasks. Some have a fixed manipulator which cannot be replaced, while a few have one very general purpose manipulator, for example a humanoid hand.

  • Mechanical Grippers: One of the most common effectors is the gripper. In its simplest manifestation it consists of just two fingers which can open and close to pick up and let go of a range of small objects. See end effectors.
  • Vacuum Grippers: Pick and place robots for electronic components and for large objects like car windscreens, will often use very simple vacuum grippers. These are very simple astrictive devices, but can hold very large loads provided the prehension
    Prehensility

    Prehensility is the quality of an appendage or organ that has Adaptation for grasping or holding. The word is derived from the Latin term prehendere, meaning "to grasp."...
     surface is smooth enough to ensure suction.
  • General purpose effectors: Some advanced robots are beginning to use fully humanoid hands, like the Shadow Hand and the Schunk hand. These highly dexterous manipulators, with as many as 20 degrees of freedom and hundreds of tactile sensors


For the definitive guide to all forms of robot endeffectors, their design, and usage consult the book "Robot Grippers".

Locomotion


Rolling robots
For simplicity, most mobile robots have four wheel
Wheel

A wheel is a circular device that is capable of rotating on its axis, facilitating movement or transportation whilst supporting a load , or performing labour in machines....
s. However, some researchers have tried to create more complex wheeled robots, with only one or two wheels.
  • Two-wheeled balancing: While the Segway
    Segway PT

    The Segway PT is a dicycle , self-balancing electric vehicle invented by Dean Kamen. It is produced by Segway Inc. of New Hampshire, USA.The name "Segway" is a homophone of "segue" ....
     is not commonly thought of as a robot, it can be thought of as a component of a robot. Several real robots do use a similar dynamic balancing algorithm, and NASA
    NASA

    The National Aeronautics and Space Administration is an agency of the Federal government of the United States, responsible for the nation's public list of space agencies....
    's Robonaut
    Robonaut

    Robonaut is a joint Defense Advanced Research Projects Agency–NASA project designed to create a humanoid robot which can function as an equivalent to humans during extra-vehicular activity ....
     has been mounted on a Segway.
  • Ballbot: Carnegie Mellon University
    Carnegie Mellon University

    Carnegie Mellon University is a top private university research university in Pittsburgh. Since its inception, Carnegie Mellon has grown into a world-renowned institution, with numerous programs that are frequently college and university rankings among the best in the world....
     researchers have developed a new type of mobile robot that balances on a ball instead of legs or wheels. "Ballbot
    Ballbot

    The Ballbot is a mobile robot, an attempt to solve the robotic unicycle problem, and is designed to balance itself on its single spherical wheel while travelling about....
    " is a self-contained, battery-operated, omnidirectional robot that balances dynamically on a single urethane-coated metal sphere. It weighs 95 pounds and is the approximate height and width of a person. Because of its long, thin shape and ability to maneuver in tight spaces, it has the potential to function better than current robots can in environments with people.
  • Track Robot: Another type of rolling robot is one that has tracks, like NASA's Urban Robot, Urbie.


Walking robots
Walking is a difficult and dynamic problem to solve. Several robots have been made which can walk reliably on two legs, however none have yet been made which are as robust as a human. Many robots have also been build that walk on more than 2 legs; these robots being significantly more easy to construct. Hybrids too have been proposed in movies as iRobot, where they walk on 2 legs and switch to 4 (arms+legs) when going to a sprint. Typically, robots on 2 legs can walk well on flat floors, and can occasionally walk up stairs
Stairway

Stairway, staircase, stairwell, flight of stairs or simply stairs are names for a construction designed to bridge a large vertical direction distance by dividing it into smaller vertical distances, called steps....
. None can walk over rocky, uneven terrain. Some of the methods which have been tried are:
  • ZMP Technique: The Zero Moment Point
    Zero Moment Point

    Zero Moment Point is a concept related with dynamics and control of legged locomotion, e.g., for humanoid robots. It specifies the point with respect to which dynamic reaction force at the contact of the foot with the ground does not produce any moment of inertia, i.e....
     (ZMP) is the algorithm used by robots such as Honda
    Honda

    is a multinational corporation headquartered in Japan.The company manufactures automobiles, motorcycles, trucks, scooter , robots, jet aircrafts and jet engines, all-terrain vehicle, water craft, electrical generators, marine engines, lawn and garden equipment, and aeronautical and other mobile technologies....
    's ASIMO
    ASIMO

    is a humanoid robot created by Honda. Standing at 120 centimeters and weighing 54 kilograms , the robot resembles a small astronaut wearing a backpack and can walk or run on biped at speeds up to 6 kilometres per hour , matching EMIEW....
    . The robot's onboard computer tries to keep the total inertial forces
    Inertia

    File:192447main 017 law of inertia.oggInertia is the resistance of an object to a change in its state of motion. The principle of inertia is one of the fundamental principles of classical physics which are used to describe the Motion of matter and how it is affected by applied forces....
     (the combination of earth's gravity
    Gravitation

    Gravitation is a natural phenomenon that gives weight to objects. In everyday life, attraction due to gravity is the result of the presence of relatively large bodies, such as the Earth and the Moon....
     and the acceleration
    Acceleration

    File:Acceleration.JPGFile:Acceleration components.JPGIn physics, and more specifically kinematics, acceleration is the change in velocity over time....
     and deceleration of walking), exactly opposed by the floor reaction force
    Reaction (physics)

    In classical mechanics, Newton's laws of motion states that forces occur in pairs, one called the Action and the other the Reaction . Both forces are equal in magnitude and opposite in direction....
     (the force of the floor pushing back on the robot's foot). In this way, the two forces cancel out, leaving no moment
    Moment (physics)

    In physics, the term "moment" can refer to many different concepts:*Moment of force is a synonym for torque, an important basic concept in physics, civil engineering, and mechanical engineering....
     (force causing the robot to rotate and fall over). However, this is not exactly how a human walks, and the difference is quite apparent to human observers, some of whom have pointed out that ASIMO walks as if it needs the lavatory
    Toilet

    A toilet is a plumbing fixture and disposal system primarily intended for the disposal of the excretory system: urine and feces. Additionally, vomit and menstrual waste is sometimes disposed in toilets in western societies....
    . ASIMO's walking algorithm is not static, and some dynamic balancing is used (See below). However, it still requires a smooth surface to walk on.
  • Hopping: Several robots, built in the 1980s by Marc Raibert
    Marc Raibert

    Marc Raibert is a former MIT professor who founded the MIT Leg Lab in the 1980s, and went on to found Boston Dynamics, a simulation and robotics company....
     at the MIT
    Massachusetts Institute of Technology

    The Massachusetts Institute of Technology is a private university research university located in Cambridge, Massachusetts, Massachusetts, United States....
     Leg Laboratory, successfully demonstrated very dynamic walking. Initially, a robot with only one leg, and a very small foot, could stay upright simply by hopping. The movement is the same as that of a person on a pogo stick
    Pogo stick

    A pogo stick is a device consisting of a pole with a handle at one end, footpads on the other and a spring which supports the stick and user when on the ground....
    . As the robot falls to one side, it would jump slightly in that direction, in order to catch itself. Soon, the algorithm was generalised to two and four legs. A bipedal robot was demonstrated running and even performing somersault
    Somersault

    A somersault is an acrobatics feat in which a person rotates around the somersault axis, moving the foot over the head . The somersault can be performed either forwards, backwards, or sideways....
    s. A quadruped
    Quadruped

    Quadrupedalism is a form of Terrestrial locomotion in animals using four limbs or leg . An animal or machine that usually moves in a quadrupedal manner is known as a quadruped, meaning "four feet" ....
     was also demonstrated which could trot
    Trot (horse gait)

    The trot is a two beat diagonal horse gait of the horse where the diagonal pairs of legs move forward at the same time. There is a moment of suspension between each beat....
    , run, pace
    Horse gait

    Horse gaits are the different ways in which a horse can move, either naturally or as a result of specialized horse training by humans....
    , and bound. For a full list of these robots, see the page.
  • Dynamic Balancing or controlled falling:A more advanced way for a robot to walk is by using a dynamic balancing algorithm, which is potentially more robust than the Zero Moment Point technique, as it constantly monitors the robot's motion, and places the feet in order to maintain stability. This technique was recently demonstrated by Anybots'
    Trevor Blackwell

    Trevor Blackwell is a computer programmer based in Silicon Valley.Blackwell is a developer of humanoid robots. He is also the inventor of the Eunicycle, essentially a one-wheeled Segway....
     Dexter Robot, which is so stable, it can even jump. Another example is the TU Delft Flame
    Flame (robot)

    Flame is the name of a roughly human-shaped robot, developed in the Netherlands by Daan Hobbelen of the Mechanical Engineering department of Delft University....
    .
  • Passive Dynamics: Perhaps the most promising approach utilizes passive dynamics
    Passive dynamics

    Passive dynamics is an approach to robotic movement control , based on utilising the momentum of swinging limbs for greater efficiency. This method is based on using the morphology of a mechanical system as a basis for necessary controls....
     where the momentum
    Momentum

    In classical mechanics, momentum is the product of the mass and velocity of an object . For more accurate measures of momentum, see the section Momentum#Modern definitions of momentum on this page....
     of swinging limbs is used for greater efficiency
    Efficient energy use

    Efficient energy use, sometimes simply called energy efficiency, is using less energy to provide the same level of energy service. An example would be building insulation to use less heating and cooling energy to achieve the same temperature....
    . It has been shown that totally unpowered humanoid mechanisms can walk down a gentle slope, using only gravity
    Gravitation

    Gravitation is a natural phenomenon that gives weight to objects. In everyday life, attraction due to gravity is the result of the presence of relatively large bodies, such as the Earth and the Moon....
     to propel themselves. Using this technique, a robot need only supply a small amount of motor power to walk along a flat surface or a little more to walk up a hill
    Hill

    A hill is a landform that extends above the surrounding terrain, in a limited area. Hills often have a distinct Summit , although in areas with Escarpment a hill may refer to a particular section of scarp slope without a well-defined summit ....
    . This technique promises to make walking robots at least ten times more efficient than ZMP walkers, like ASIMO.



Other methods of locomotion
Globalhawk
* Flying: A modern passenger airliner
Jet airliner

A jet airliner is a passenger airplane that is powered by jet engines. This term is sometimes contracted to jetliner.In contrast to today's relatively fuel-efficient, turbofan-powered air travel, first generation jet airliner travel was noisy and fuel inefficient....
 is essentially a flying
Flight

Flight is the process by which an object moves either through the air, or movement beyond earth's atmosphere , by aerodynamically generating Lift , propulsion or Lighter than air using buoyancy, or by simple ballistic movement....
 robot, with two humans to manage it. The autopilot
Autopilot

An autopilot is a mechanical, electrical, or hydraulic system used to guide a vehicle without assistance from a human being. Most people understand an autopilot to refer specifically to aircraft, but self-steering gear for ships, boats, space craft and missiles is sometimes also called by this term....
 can control the plane for each stage of the journey, including takeoff, normal flight, and even landing. Other flying robots are uninhabited, and are known as unmanned aerial vehicle
Unmanned aerial vehicle

File:MQ-9 Reaper in flight .jpgAn unmanned aerial vehicle is an unpiloted aircraft. UAVs come in two varieties: some are controlled from a remote location, and others fly autonomously based on pre-programmed flight plans using more complex dynamic automation systems....
s (UAVs). They can be smaller and lighter without a human pilot onboard, and fly into dangerous territory for military surveillance missions. Some can even fire on targets under command. UAVs are also being developed which can fire on targets automatically, without the need for a command from a human. However these robots are unlikely to see service in the foreseeable future because of the morality issues involved. Other flying robots include cruise missile
Cruise missile

A cruise missile is a guided missile missile that carries an explosive payload and uses a lifting wing and a propulsion system, usually a jet engine, to allow sustained flight; it is essentially a flying bomb....
s, the , and the .
  • Snaking: Several snake
    Snake

    Snakes are elongate legless carnivore reptiles of the suborder Serpentes that can be distinguished from legless lizards by their lack of eyelids and external ears....
     robots have been successfully developed. Mimicking the way real snakes move, these robots can navigate very confined spaces, meaning they may one day be used to search for people trapped in collapsed buildings. The Japanese ACM-R5 snake robot can even navigate both on land and in water.
  • Skating: A small number of skating
    Roller skating

    Roller skating is the traveling on smooth terrain with roller skates. It is a form of recreation as well as a sport, and can also be a form of transportation....
     robots have been developed, one of which is a multi-mode walking and skating device, . It has four legs, with unpowered wheels, which can either step or roll. Another robot, Plen, can use a miniature skateboard or rollerskates, and skate across a desktop.
  • Swimming: It is calculated that when swimming
    Swimming

    Swimming is the movement by humans or animals through water, usually without artificial assistance. Swimming is an activity that can be both useful and recreational....
     some fish can achieve a propulsive efficiency greater than 90%. Furthermore, they can accelerate and maneuver far better than any man-made boat
    Boat

    A boat is a watercraft of modest size designed to float or plane on water, and provide transport over it. Usually this water will be inland or in protected coastal areas....
     or submarine
    Submarine

    A submarine is a watercraft capable of independent operation below water. It differs from a submersible, which has only limited underwater capability....
    , and produce less noise and water disturbance. Therefore, many researchers studying underwater robots would like to copy this type of locomotion. Notable examples are the Robotic Fish, and the Robot Tuna built by the , to analyze and mathematically model thunniform motion
    Fish locomotion

    The prevailing type of fish locomotion is swimming in water. In addition, some fish can "walk", i.e., move over land, burrow in mud and Flight....
    .



Environmental interaction and navigation

Elementblack2
Robots also require navigation hardware and software in order to anticipate on their environment. In particular unforeseen events (eg people and other obstacles that are not stationary) can cause problems or collisions. Some highly advanced robots as ASIMO
ASIMO

is a humanoid robot created by Honda. Standing at 120 centimeters and weighing 54 kilograms , the robot resembles a small astronaut wearing a backpack and can walk or run on biped at speeds up to 6 kilometres per hour , matching EMIEW....
, EveR-1
EveR-1

EveR-1 is the world's second female android , developed by a team of South Korean scientists from the in University of Science and Technology ....
, Meinü robot
Meinü robot

A Mein? robot is a Chinese gynoid model which was reported on in Chinese news sources in 2006. In Mandarin, Meinu Jiq?r?n ????? literally means "beautiful-woman robot" and is officially translated "beauty robot"....
 have particular good robot navigation hardware and software. Also, self-controlled car
Smart car

A smart car is an automobile with artificial intelligence functionality. As automation technology has progressed, especially in the decades after the invention of the integrated circuit, more and more functions have been added to automobiles, relieving the driving of much of the wikt:mundane moment-to-moment decision making that may be regar...
, Ernst Dickmanns
Ernst Dickmanns

Ernst Dieter Dickmanns is a former professor at the Universit?t der Bundeswehr M?nchen in Munich , and a pioneer of dynamic machine vision and of driverless cars....
' driverless car
Driverless car

The driverless car is an autonomous vehicle that can drive itself from one point to another without assistance from a driver. According to urban designer and futurist Michael E....
 and the entries in the DARPA Grand Challenge
DARPA Grand Challenge

The DARPA Grand Challenge is a prize competition for driverless cars, sponsored by the Defense Advanced Research Projects Agency , the most prominent research organization of the United States United States Department of Defense....
 are capable of sensing the environment well and make navigation decisions based on this information. Most of the robots include regular a GPS navigation device with waypoints, along with radar
Radar

Radar is a system that uses electromagnetic radiation waves to identify the range, altitude, direction, or speed of both moving and fixed objects such as aircraft, ships, motor vehicles, weather formations, and terrain....
, sometimes combined with other sensor data such as LIDAR
LIDAR

LIDAR is an optical remote sensing technology that measures properties of scattered light to find range and/or other information of a distant target....
, video camera
Video camera

File:Sonyhdrfx1.jpgA video camera is a camera used for electronic motion picture acquisition, initially developed by the television industry but now common in other applications as well....
s, and inertial guidance systems for better navigation in between waypoints.

Human interaction

Kismet Robot 20051016
If robots are to work effectively in homes and other non-industrial environments, the way they are instructed to perform their jobs, and especially how they will be told to stop will be of critical importance. The people who interact with them may have little or no training in robotics, and so any interface will need to be extremely intuitive. Science fiction authors also typically assume that robots will eventually be capable of communicating with humans through speech
Speech

Speech is the human faculty of speaking.It may also refer to:* Public speaking, the process of speaking to a group of people* Manner of articulation, how the body parts involved in making speech are manipulated...
, gesture
Gesture

A gesture is a form of non-verbal communication made with a part of the body, used instead of or in combination with verbal communication. The language of gesture allows individuals to express a variety of feelings and thoughts, from contempt and hostility to approval and affection....
s, and facial expression
Facial expression

A facial expression results from one or more motions or positions of the muscles of the face. These movements convey the emotional state of the individual to observers....
s, rather than a command-line interface. Although speech would be the most natural way for the human to communicate, it is quite unnatural for the robot. It will be quite a while before robots interact as naturally as the fictional C-3PO
C-3PO

C-3PO is a fictional character from the Star Wars fictional universe, who appears in both the Star Wars original trilogy and the Star Wars prequel trilogy....
.
  • Speech recognition: Interpreting the continuous flow of sound
    Sound

    Sound is vibration transmitted through a solid, liquid, or gas, composed of frequencies within the range of hearing and of a threshold of hearing to be heard, or the sensation stimulated in organs of hearing by such vibrations....
    s coming from a human (speech recognition
    Speech recognition

    Speech recognition converts spoken words to machine-readable input . The term "voice recognition" is sometimes incorrectly used to refer to speech recognition, when actually referring to speaker recognition, which attempts to identify the person speaking, as opposed to what is being said....
    ), in real time
    Real-time computing

    In computer science, real-time computing is the study of Computer hardware and computer software systems that are subject to a "real-time constraint"?i.e., operational deadlines from event to system response....
    , is a difficult task for a computer, mostly because of the great variability of speech
    Manner of articulation

    In linguistics , manner of articulation describes how the tongue, lips, jaw, and other speech organs are involved in making a sound make contact....
    . The same word
    Word

    A word is a unit of language that represents a concept which can be expressively communication with Meaning . A word consists of one or more morphemes which are linked more or less tightly together, and has a phonetic value....
    , spoken by the same person may sound different depending on local acoustics
    Acoustics

    Acoustics is the interdisciplinary science that deals with the study of sound, ultrasound and infrasound . A scientist who works in the field of acoustics is an acoustician....
    , volume
    Volume

    The volume of any solid, liquid, plasma, vacuum or theoretical object is how much three-dimensional space it occupies, often quantified numerically....
    , the previous word, whether or not the speaker has a cold
    Common cold

    Acute viral rhinopharyngitis, or acute coryza, usually known as the common cold, is a highly contagious, virus infectious disease of the upper respiratory system, primarily caused by picornaviruses or coronaviruses....
    , etc.. It becomes even harder when the speaker has a different accent
    Accent (linguistics)

    In linguistics, an accent is a manner of pronunciation of a language. Accents can be confused with dialects which are varieties of language differing in vocabulary, syntax, and morphology , as well as pronunciation....
    . Nevertheless, great strides have been made in the field since Davis, Biddulph, and Balashek designed the first "voice input system" which recognized "ten digits spoken by a single user with 100% accuracy" in 1952. Currently, the best systems can recognize continuous, natural speech, up to 160 words per minute, with an accuracy of 95%.
  • Gestures: One can imagine, in the future, explaining to a robot chef how to make a pastry, or asking directions from a robot police officer. On both of these occasions, making hand gesture
    Gesture

    A gesture is a form of non-verbal communication made with a part of the body, used instead of or in combination with verbal communication. The language of gesture allows individuals to express a variety of feelings and thoughts, from contempt and hostility to approval and affection....
    s would aid the verbal descriptions. In the first case, the robot would be recognizing gestures made by the human, and perhaps repeating them for confirmation. In the second case, the robot police officer would gesture to indicate "down the road, then turn right". It is quite likely that gestures will make up a part of the interaction between humans and robots. A great many systems have been developed to recognize human hand gestures.
  • Facial expression: Facial expression
    Facial expression

    A facial expression results from one or more motions or positions of the muscles of the face. These movements convey the emotional state of the individual to observers....
    s can provide rapid feedback on the progress of a dialog between two humans, and soon it may be able to do the same for humans and robots. Frubber robotic faces have been constructed by Hanson Robotics, allowing a great amount of facial expressions due to the elasticity of the rubber facial coating and imbedded subsurface motors (servo
    Servo

    Servo may refer to:* Servomechanism, or servo, a device used to provide control of a desired operation through the use of feedback* Servo drive, a special electric amplifier used to power electric servo motors...
    s)to produce the facial expressions. The coating and servos are build untop of a metal skull
    Skull

    The skull is a bone structure found in the head of many animals. The skull supports the structures of the face and protects the head against injury....
    . A robot should know how to approach a human, judging by their facial expression and body language. Whether the person is happy, frightened, or crazy-looking affects the type of interaction expected of the robot. Likewise, robots like Kismet
    Kismet (robot)

    Kismet is a robot made in the late 1990s at MIT with auditory, visual and expressive systems intended to participate in human social interaction and to demonstrate simulated human emotion and appearance....
     and the more recent addition, Nexi can produce a range of facial expressions, allowing it to have meaningful social exchanges with humans.
  • Artificial emotions Artificial emotions can also be imbedded and are composed of a sequence of facial expressions and/or gestures. As can be seen from the movie Final_Fantasy:_The_Spirits_Within
    Final Fantasy: The Spirits Within

    Final Fantasy: The Spirits Within is a computer animated science fiction film by Hironobu Sakaguchi, the creator of the Final Fantasy series of console role-playing game....
    , the programming of these artificial emotions is quite complex and requires a great amount of human observation. To simplify this programming in the movie Final_Fantasy:_The_Spirits_Within, presets were created together with a special software program. This allowed the producers of decreasing the time required tremendously to make the film. These presets could possibly be transferred for use in real-life robots.
  • Personality: Many of the robots of science fiction have a personality
    Personality psychology

    Personality psychology is a branch of psychology that studies personality and individual differences. One emphasis in this area is to construct a coherent picture of a person and his or her major psychological processes ....
    , and that is something which may or may not be desirable in the commercial robots of the future. Nevertheless, researchers are trying to create robots which appear to have a personality: i.e. they use sounds, facial expressions and body language to try to convey an internal state, which may be joy, sadness, or fear. One commercial example is Pleo
    Pleo

    Pleo is an animatronic dinosaur toy designed to emulate the appearance and behavior of a week-old baby Camarasaurus. It was designed by Caleb Chung, the co-creator of the Furby, and is manufactured by Ugobe....
    , a toy robot dinosaur, which can exhibit several apparent emotions.


Control

The mechanical
Machine

A machine is any device that uses energy to perform some activity. In common usage, the meaning is that of a device having parts that perform or assist in performing any type of work....
 structure of a robot must be controlled to perform tasks. The control of a robot involves three distinct phases - perception, processing, and action (robotic paradigms
Robotic paradigms

A robotic paradigm can be described by the relationship between the three primitives of robotics: Sense, Plan, and Act. It can also be described by how sensory data is processed and distributed through the system, and where decisions are made....
). Sensor
Sensor

A sensor is a device that measures a physical quantity and converts it into a signal which can be read by an observer or by an instrument. For example, a mercury thermometer converts the measured temperature into expansion and contraction of a liquid which can be read on a calibrated glass tube....
s give information about the environment or the robot itself (e.g. the position of its joints or its end effector). This information is then processed to calculate the appropriate signals to the actuators (motor
Electric motor

An electric motor uses electrical energy to produce mechanical energy, nearly always by the interaction of magnetic fields and current-carrying conductors....
s) which move the mechanical.

The processing phase can range in complexity. At a reactive level, it may translate raw sensor information directly into actuator commands. Sensor fusion
Sensor fusion

Sensor fusion is the combining of sensory data or data derived from sensory data from disparate sources such that the resulting information is in some sense better than would be possible when these sources were used individually....
 may first be used to estimate parameters of interest (e.g. the position of the robot's gripper) from noisy sensor data. An immediate task (such as moving the gripper in a certain direction) is inferred from these estimates. Techniques from control theory
Control theory

Control theory is an interdisciplinary branch of engineering and mathematics, that deals with the behavior of dynamical systems. The desired output of a system is called the reference....
 convert the task into commands that drive the actuators.

At longer time scales or with more sophisticated tasks, the robot may need to build and reason with a "cognitive" model. Cognitive models try to represent the robot, the world, and how they interact. Pattern recognition and computer vision can be used to track objects. Mapping
Simultaneous localization and mapping

Simultaneous localization and mapping is a technique used by robots and autonomous vehicles to build up a map within an unknown environment while at the same time keeping track of their current position....
 techniques can be used to build maps of the world. Finally, motion planning
Motion planning

Motion planning is a term used in robotics for the process of detailing a task into atomic motions.For example, consider navigating a mobile robot inside a building to a distant waypoint....
 and other artificial intelligence
Artificial intelligence

Artificial intelligence is the intelligence of machines and the branch of computer science which aims to create it. Major AI textbooks define the field as "the study and design of intelligent agents,"...
 techniques may be used to figure out how to act. For example, a planner may figure out how to achieve a task without hitting obstacles, falling over, etc.

Control systems may also have varying levels of autonomy. Direct interaction is used for haptic or tele-operated devices, and the human has nearly complete control over the robot's motion. Operator-assist modes have the operator commanding medium-to-high-level tasks, with the robot automatically figuring out how to achieve them. An autonomous robot may go for extended periods of time without human interaction. Higher levels of autonomy do not necessarily require more complex cognitive capabilities. For example, robots in assembly plants are completely autonomous, but operate in a fixed pattern.

Dynamics and kinematics

The study of motion can be divided into kinematics
Kinematics

Kinematics is a branch of classical mechanics which describes the motion of objects without consideration of the causes leading to the motion....
 and dynamics. Direct kinematics refers to the calculation of end effector position, orientation, velocity
Velocity

In physics, velocity is defined as the Derivative of Position vector. It is a vector physical quantity; both speed and direction are required to define it....
, and acceleration
Acceleration

File:Acceleration.JPGFile:Acceleration components.JPGIn physics, and more specifically kinematics, acceleration is the change in velocity over time....
 when the corresponding joint values are known. Inverse kinematics
Inverse kinematics

Inverse kinematics is the process of determining the parameters of a kinematic pair flexible object in order to achieve a desired pose. Inverse kinematics is a type of motion planning....
 refers to the opposite case in which required joint values are calculated for given end effector values, as done in path planning. Some special aspects of kinematics include handling of redundancy (different possibilities of performing the same movement), collision
Collision

A collision is an isolated event in which two or more bodies exert relatively strong forces on each other for a relatively short time....
 avoidance, and singularity
Mechanical singularity

In engineering, a mechanical singularity is a position or configuration of a mechanism or a machine where the subsequent behaviour cannot be predicted, or the forces or other physical quantities involved become infinite or nondeterministic....
 avoidance. Once all relevant positions, velocities, and accelerations have been calculated using kinematics
Kinematics

Kinematics is a branch of classical mechanics which describes the motion of objects without consideration of the causes leading to the motion....
, methods from the field of dynamics are used to study the effect of force
Force

In physics, a force is that which can cause an object with mass to change its velocity. Force has both Euclidean_vector#Length of a vector and Direction , making it a Vector quantity....
s upon these movements. Direct dynamics refers to the calculation of accelerations in the robot once the applied forces are known. Direct dynamics is used in computer simulation
Computer simulation

A computer simulation, a computer model or a computational model is a computer program, or network of computers, that attempts to simulation an abstract model of a particular system....
s of the robot. Inverse dynamics
Inverse dynamics

Inverse dynamics uses link-segment models to represent the mechanical behavior of connected pendulums, or more concretely, the Limb s of humans, animals or robots, where given the kinematic representation of movement, inverse dynamics derives the kinetics responsible for that movement....
 refers to the calculation of the actuator forces necessary to create a prescribed end effector acceleration. This information can be used to improve the control algorithms of a robot.

In each area mentioned above, researchers strive to develop new concepts and strategies, improve existing ones, and improve the interaction between these areas. To do this, criteria for "optimal" performance and ways to optimize design, structure, and control of robots must be developed and implemented.

Robot Research

Much of the research in robotics focuses not on specific industrial tasks, but on investigations into new types of robots
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
, alternative ways to think about or design robots, and new ways to manufacture them.

A first particular new innovation in robotdesign is the opensourcing of robot-projects. To describe the level of advancement of a robot, the term Generation Robots can be used. This term is coined by Professor Hans Moravec
Hans Moravec

Hans Moravec is a adjunct faculty member at the Robotics Institute of Carnegie Mellon University. He is known for his work on robotics, artificial intelligence, and writings on the impact of technology....
, Principal Research Scientist at the Carnegie Mellon University
Carnegie Mellon University

Carnegie Mellon University is a top private university research university in Pittsburgh. Since its inception, Carnegie Mellon has grown into a world-renowned institution, with numerous programs that are frequently college and university rankings among the best in the world....
 Robotics Institute
Robotics Institute

The Robotics Institute is a division of the Carnegie Mellon School of Computer Science at Carnegie Mellon University in Pittsburgh, Pennsylvania, Pennsylvania, United States....
 in describing the near future evolution of robot technology. First, second and third generation robots are First generation robots, Moravec
Moravec

Moravec may refer to:* Moravec , a village in the ?d?r nad S?zavou District of the Czech Republic* Moravec , in the novel Ilium* Moravec , people with the surname Moravec...
 predicted in 1997, should have an intellectual capacity comparable to perhaps a lizard
Lizard

Lizards are a large and widespread group of squamate reptiles, with nearly 5,000 species, ranging across all continents except Antarctica as well as most oceanic island chains....
 and should become available by 2010. Because the first generation robot would be incapable of learning
Learning

Learning is acquiring new knowledge, behaviors, skills, Value s, preferences or understanding, and may involve synthesizing different types of information....
, however, professor Moravec
Moravec

Moravec may refer to:* Moravec , a village in the ?d?r nad S?zavou District of the Czech Republic* Moravec , in the novel Ilium* Moravec , people with the surname Moravec...
 predicts that the second generation robot would be an improvement over the first and become available by 2020, with an intelligence maybe comparable to that of a mouse
Mouse

A mouse is a small animal that belongs to one of numerous species of rodents. The best known mouse species is the House Mouse . It is also a popular pet....
. The third generation robot should have an intelligence comparable to that of a monkey
Monkey

A monkey is a nonhuman primate mammal with the exception usually of the lemurs and tarsiers. More specifically, the term monkey refers to a subset of monkeys: any of the smaller longer-tailed catarrhine or platyrrhine primates as contrasted with the apes....
. Though fourth generation robots, robots with human
Human

A human being, also human or man, is a member of a species of bipedalism primates in the family Hominidae . Mitochondrial DNA evidence indicates that modern humans originated in east Africa about 200,000 years ago....
 intelligence, professor Moravec predicts, would become possible, he does not predict this happening before around 2040 or 2050.

The second is Evolutionary Robots
Evolutionary robotics

Evolutionary Robotics is a methodology that uses evolutionary computation to develop controller for autonomous robots.Algorithms in ER frequently operate on populations of candidate controller ,...
. This is a methodology
Methodology

Methodology can be defined as:# "the analysis of the principles of methods, rules, and postulates employed by a discipline";# "the systematic study of methods that are, can be, or have been applied within a discipline"; or...
 that uses evolutionary computation
Evolutionary computation

In computer science evolutionary computation is a subfield of artificial intelligence that involves combinatorial optimization problems.Evolutionary computation uses iterative progress, such as growth or development in a population....
 to help design robots, especially the body form, or motion and behavior controllers
Controller (control theory)

In control theory, a controller is a device which monitors and affects the operational conditions of a given dynamical system. The operational conditions are typically referred to as output variables of the system which can be affected by adjusting certain inputs variables....
. In a similar way to natural evolution
Evolution

In biology, evolution is change in the heritability trait of a population of organisms from one generation to the next. These changes are caused by a combination of three main processes: variation, reproduction, and selection....
, a large population of robots is allowed to compete in some way, or their ability to perform a task is measured using a fitness function
Fitness function

A fitness function is a particular type of objective function that quantifies the optimality of a solution in a genetic algorithm so that that particular chromosome may be ranked against all the other chromosomes....
. Those that perform worst are removed from the population, and replaced by a new set, which have new behaviors based on those of the winners. Over time the population improves, and eventually a satisfactory robot may appear. This happens without any direct programming of the robots by the researchers. Researchers use this method both to create better robots, and to explore the nature of evolution. Because the process often requires many generations of robots to be simulated, this technique may be run entirely or mostly in simulation
Simulation

Simulation is the imitation of some real thing, state of affairs, or process. The act of simulating something generally entails representing certain key characteristics or behaviors of a selected physical or abstract system....
, then tested on real robots once the evolved algorithms are good enough.

Education and Training

Robotics as an undergraduate area of study is fairly common, although few universities offer robotics degrees.

In the United States
United States

The United States of America is a Federal government constitutional republic comprising U.S. state and a federal district. The country is situated mostly in central North America, where its Contiguous United States and Washington, D.C., the Capital districts and territories, lie between the Pacific Ocean and Atlantic Oceans, Borders of the U...
, only Worcester Polytechnic Institute
Worcester Polytechnic Institute

Worcester Polytechnic Institute is a private university located in Worcester, Massachusetts, Massachusetts, in the United States....
 offers a Bachelor of Science in Robotics Engineering. Universities that have graduate degrees focused on robotics include Carnegie Mellon University
Carnegie Mellon University

Carnegie Mellon University is a top private university research university in Pittsburgh. Since its inception, Carnegie Mellon has grown into a world-renowned institution, with numerous programs that are frequently college and university rankings among the best in the world....
, MIT
Massachusetts Institute of Technology

The Massachusetts Institute of Technology is a private university research university located in Cambridge, Massachusetts, Massachusetts, United States....
, UPENN
University of Pennsylvania

The University of Pennsylvania is a private research university located in Philadelphia, Pennsylvania, United States. Penn is America's first university and is the fourth-oldest institution of higher education in the United States....
, and UCLA
University of California, Los Angeles

The University of California, Los Angeles is a public research university located in Westwood, Los Angeles, California, California, United States....
.

In Australia
Australia

Australia, officially the Commonwealth of Australia, is a country in the southern hemisphere comprising the Australia of the world's smallest continent, the major island of Tasmania, and numerous list of islands of Australia in the Indian Ocean and Pacific Oceans....
, there are Bachelor of Engineering degrees at the universities belonging to the Centre for Autonomous Systems (CAS) : University of Sydney
University of Sydney

The University of Sydney is the List of oldest universities in continuous operation in Australia. It was established in Sydney in 1850. It is a member of Australia's "Group of Eight " universities that are highly ranked in terms of their research performance....
, University of New South Wales
University of New South Wales

The University of New South Wales, also known as UNSW or colloquially as New South, is a university situated in Kensington, New South Wales, a suburb in Sydney, New South Wales, Australia....
, and the University of Technology, Sydney
University of Technology, Sydney

The University of Technology, Sydney , is a university in Sydney, New South Wales, Australia. It is part of the Australian Technology Network of universities, and is the third largest university in Sydney in terms of enrollment numbers....
. Other universities include Deakin University
Deakin University

Deakin University is an Australian public university with 34,495 higher education students as of 2008. It has campuses in the coastal cities of Geelong, Victoria, Melbourne, and Warrnambool, Victoria, Victoria ....
, Flinders University
Flinders University

Flinders University, or The Flinders University of South Australia, is a public university in Adelaide, South Australia. Founded in 1966, it was named in honour of navigator Matthew Flinders, who explored and surveyed the South Australian coastline in the early 19th century....
, Swinburne University of Technology
Swinburne University of Technology

The Swinburne University of Technology is an Australian public university in Melbourne, Victoria . Its foundation campus is located in the inner-eastern suburb of Hawthorn, Victoria....
, and the University of Western Sydney
University of Western Sydney

The University of Western Sydney, also known as UWS, is a university in New South Wales, Australia.UWS has campuses in the Greater Western Sydney suburbs of Rydalmere, New South Wales, Westmead, New South Wales, Richmond, New South Wales, Quakers Hill, New South Wales, Werrington, New South Wales South, Werrington North, Kingswood, Ne...
. Others offer degrees in Mechatronics
Mechatronics

Mechatronics is the synergistic combination of mechanical engineering, electronic engineering, controls engineering and computer engineering to create useful products....
.

In India
India

India, officially the Republic of India , is a country in South Asia. It is the List of countries and outlying territories by total area country by geographical area, the List of countries by population country, and the most populous liberal democracy in the world....
 a post-graduate degree in Mechatronics is offered at Madras Institute of Technology
Madras Institute of Technology

The Madras Institute of Technology is an engineering institute located in Chromepet, Chennai, India. It is one of the four autonomous constituent colleges of the Anna University....
, Chennai
Chennai

Chennai , formerly Indian renaming controversy , is the fourth largest metropolitan area of India and the capital city of the Indian states and territories of India of Tamil Nadu....
.

In the UK
United Kingdom

The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom , the UK or Britain,is a sovereign state located off the northwestern coast of continental Europe....
, Robotics degrees are offered by a number of institutions including the Heriot-Watt University
Heriot-Watt University

Heriot-Watt University in Edinburgh, Scotland, is the eighth-oldest higher education institution in the United Kingdom , although it only received its university charter in 1966....
, University of Essex
University of Essex

The University of Essex is a United Kingdom campus university located near the town of Colchester, England. Established in 1963 and receiving its Royal Charter in 1965, the University has established itself as a centre of excellence for humanities and social sciences, and is highly rated in the United Kingdom and the world for the fields of s...
, the University of Liverpool, University of Reading
University of Reading

The University of Reading is a university in the England town of Reading, Berkshire. Established in 1892, receiving its Royal Charter in 1926, the University has a long tradition of research, education and training at a local, national and international level....
, Sheffield Hallam University
Sheffield Hallam University

Sheffield Hallam University is a Higher Education institution based in the South Yorkshire city of Sheffield, England. The university is based on two sites in Sheffield....
, Staffordshire University,University of Sussex
University of Sussex

The University of Sussex is a British campus university situated next to the East Sussex village of Falmer, from Brighton. It was the first of the New Universities of Plate glass university....
, Robert Gordon University
Robert Gordon University

The Robert Gordon University is a modern university located in Aberdeen, Scotland. Granted university status in 1992, Robert Gordon University currently has approximately 12,790 students at its two campuses at Garthdee and Schoolhill, studying on over 145 full-time and part-time undergraduate and postgraduate courses....
 and the University of Wales, Newport
University of Wales, Newport

The University of Wales, Newport is a university in the city of Newport, South Wales in the United Kingdom....
.

In Mexico
Mexico

The United Mexican States , commonly known as Mexico , is a federalism constitutionalism republic in North America. It is bordered on the north by the United States; on the south and west by the Pacific Ocean; on the southeast by Guatemala, Belize, and the Caribbean Sea; and on the east by the Gulf of Mexico....
, the Monterrey Institute of Technology and Higher Education
Monterrey Institute of Technology and Higher Education

The Monterrey Institute of Technology and Higher Education commonly shortened as Monterrey Institute of Technology or Monterrey Tech is one of the largest Private university, nonsectarian and Mixed-sex education multi-campus universities in Latin America with over 91,000 students at the high school, undergraduate, and postgradu...
 offers a Bachelor of Science in Digital Systems and Robotics Engineering and a Bachelor of Science in Mechatronics.

In Iran
Iran

Iran , officially the Islamic Republic of Iran and formerly known internationally as Persian Empire until 1935, is a country in Central Eurasia, located on the northeastern shore of the Persian Gulf and the southern shore of the Caspian Sea....
, the Shahrood University of Technology
Shahrood University of Technology

Shahrood University of Technology is a university in the city of Shahrood in Semnan Province in Iran.The university was established as "The Shahrood College of Mines" in 1973, and was elevated to university status in 1994.Finally, thanks to the efforts and pursuit of university president and the staff at the time and the expansion of diffe...
 and Hamedan University of Technology offer a Bachelor of Science in Robotics Engineering. Others offer degrees in Mechatronics. Universities that have graduate degrees focused on Mechatronics
Mechatronics

Mechatronics is the synergistic combination of mechanical engineering, electronic engineering, controls engineering and computer engineering to create useful products....
 include Sharif university of Technology
Sharif University of Technology

Sharif University of Technology , formerly named Aryamehr University of Technology is a public university of technology, engineering and science in Iran....
, Amirkabir university of technology
Amirkabir University of Technology

Amirkabir University of Technology , formerly named Tehran Polytechnic is a public, coeducational research university located in Tehran, Iran....
, Khajeh Nasiroddin Tusi University of Technology, Tabriz university, and Semnan university.

Robots recently became a popular tool in raising interests in computing for middle and high school students. First year computer science courses at several universities were developed which involves the programming of a robot instead of the traditional software engineering based coursework. Examples include Course 6 at MIT and the Institute for Personal Robots in Education
Institute for Personal Robots in Education

Institute for Personal Robots in Education was initiated by a United States dollar1 million grant from Microsoft Research to Bryn Mawr College and the Georgia Institute of Technology and announced in July 2006....
 at the Georgia Institute of Technology
Georgia Institute of Technology

The Georgia Institute of Technology, commonly known as Georgia Tech or simply Tech, is a public university, coeducational research university in Atlanta, Georgia in the United States....
 with Bryn Mawr College
Bryn Mawr College

'Bryn Mawr College' is a highly selective Women's colleges in the United States Liberal arts colleges in the United States located in Bryn Mawr, Pennsylvania, a community in Lower Merion Township, Pennsylvania, Pennsylvania, ten miles west of Philadelphia, Pennsylvania....
.

Some specialised robotics jobs require new skills, such as those of robot installer and robot integrator. While universities have long included robotics research in their curricular offerings and tech schools have taught industrial robotic arm control, new college programs in applied mobile robots are under development at universities in both the US and EU, with help from Microsoft, MobileRobots Inc and other companies encouraging the growth of robotics.

Employment in robotics

As the number of robots increases, robotics-related jobs grow. Some jobs require existing job skills, such as building cables, assembling parts and testing.

Healthcare

Script Pro manufactures a robot designed to help pharmacies fill prescriptions that consist of oral solids or medications in pill form. The pharmacist or pharmacy technician enters the prescription information into its information system. The system, upon determining whether or not the drug is in the robot, will send the information to the robot for filling. The robot has 3 different size vials to fill determined by the size of the pill. The robot technician, user, or pharmacist determines the needed size of the vial based on the tablet when the robot is stocked. Once the vial is filled it is brought up to a conveyor belt that delivers it to a holder that spins the vial and attaches the patient label. Afterwards it is set on another conveyor that delivers the patient’s medication vial to a slot labeled with the patient's name on an LED read out. The pharmacist or technician then checks the contents of the vial to ensure it’s the correct drug for the correct patient and then seals the vials and sends it out front to be picked up. The robot is a very time efficient device that the pharmacy depends on to fill prescriptions.

McKesson’s Robot RX is another healthcare robotics product that helps inpatient pharmacies dispense thousands of medications daily with little or no errors. The robot can be ten feet wide and thirty feet long and can hold hundreds of different kinds of medications and thousands of doses. The pharmacy saves many resources like staff members that are otherwise unavailable in a resource scarce industry. It uses an electromechanical head coupled with a pneumatic system to capture each dose and deliver it to its either stocked or dispensed location. The head moves along a single axis while it rotates 180 degrees to pull the medications. During this process it uses barcode technology to verify its pulling the correct drug. It then delivers the drug to a patient specific bin on a conveyor belt. Once the bin is filled with all of the drugs that a particular patient needs and that the robot stocks, the bin is then released and returned out on the conveyor belt to a technician waiting to load it into a cart for delivery to the floor.

TUG robots, from Aethon, are a necessity for any hospital’s inpatient pharmacy. TUGs are a medication delivery robot. They are stationed at or near the pharmacy on a charging base designed to keep their batteries at optimal levels. Once a pharmacy has a number of meds to send to the floors, they load the TUGs by putting in their code to unlock the drawers and start sorting the meds by delivery station. After it has been loaded the user selects the locations in the order they want them delivered and then hit the send button. The TUG backs up, turns, and goes on it path to its destination. It uses a series of navigational tools to find it way around. For the most part it is laser guided and uses a 180 degree laser to check for walls and obstacles in its path. It also makes use of infrared sensors and sonar for navigation, obstacle avoidance, and detection. Using these navigational tools it uses an internal map that is designed by the TUG itself and an Implementation Specialist from Aethon to drive down a planned path to its destinations. If it needs to navigate between floors the company will, with help from an elevator vendor, set up an elevator computer interface and the TUG will communicate wirelessly with an elevator controller to gain access and control of an elevator to take it to the desired floor. From that point the TUG will make its delivery, return home, and wait for another delivery.

See also

  • Open source hardware
    Open source hardware

    File:Uze open console 09.jpgFile:BUG Group - Hiro P edition.jpgOpen source hardware refers to computer and electronic hardware that is designed in the same fashion as free and open source software ....
  • Robotics suite
    Robotics suite

    A robotics suite is a visual environment for robot control and simulation. They are typically an end-to-end platform for robotics development and include tools for visual programming and creating and debugging robot applications....
Category:Robotics suites
  • Human virtualization
    Human virtualization

    =Virtualization=Virtualizing an object is to create an artificial object with same attributes and behaviors, substitutable with the original object....
  • Whegs
    Whegs

    Whegs are a series of robots developed at the Biologically Inspired Robotics Laboratory at Case Western Reserve University. Whegs utilize a strategy of locomotion that combines the simplicity of wheels with the obstacle-clearing advantages of legs....


External links

All external links for this article can be found at Robot
Robot

A robot is a virtual or mechanical artificial agent. In practice, it is usually an Electromechanics which, by its appearance or movements, conveys a sense that it has Intention or Agency of its own....
.