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Electromigration

 
Electromigration

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Electromigration



 
 
Electromigration is the transport of material caused by the gradual movement of the ion
Ion

An ion is an atom or molecule which has lost or gained one or more electrons, giving it a positive or negative electrical charge. According to the Bohr_model this will be from or in the outer shield 'n'....
s in a conductor due to 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....
 transfer between conducting electron
Electron

The electron is a subatomic particle that carries a negative electric charge. It has elementary particle and is believed to be a point particle....
s and diffusing metal atom
Atom

|-! bgcolor=gray | Properties|-||}The atom is a basic unit of matter consisting of a dense, central atomic nucleus surrounded by a electron cloud of electric charge electrons....
s. The effect is important in applications where high direct current densities are used, such as in microelectronics
Microelectronics

Microelectronics is a subfield of electronics. Microelectronics, as the name suggests,is related to the study and manufacture, or microfabrication, of electronic components which are very small ....
 and related structures. As the structure size in 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....
 such as integrated circuit
Integrated circuit

In electronics, an integrated circuit is a miniaturized electronic circuit that has been manufactured in the surface of a thin Wafer of semiconductor material....
s (ICs) decreases, the practical significance of this effect increases.


History
The phenomenon of electromigration has been known for over 100 years, having been discovered by the French scientist Gerardin.






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Encyclopedia


Electromigration is the transport of material caused by the gradual movement of the ion
Ion

An ion is an atom or molecule which has lost or gained one or more electrons, giving it a positive or negative electrical charge. According to the Bohr_model this will be from or in the outer shield 'n'....
s in a conductor due to 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....
 transfer between conducting electron
Electron

The electron is a subatomic particle that carries a negative electric charge. It has elementary particle and is believed to be a point particle....
s and diffusing metal atom
Atom

|-! bgcolor=gray | Properties|-||}The atom is a basic unit of matter consisting of a dense, central atomic nucleus surrounded by a electron cloud of electric charge electrons....
s. The effect is important in applications where high direct current densities are used, such as in microelectronics
Microelectronics

Microelectronics is a subfield of electronics. Microelectronics, as the name suggests,is related to the study and manufacture, or microfabrication, of electronic components which are very small ....
 and related structures. As the structure size in 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....
 such as integrated circuit
Integrated circuit

In electronics, an integrated circuit is a miniaturized electronic circuit that has been manufactured in the surface of a thin Wafer of semiconductor material....
s (ICs) decreases, the practical significance of this effect increases.

Leiterbahn Ausfallort Elektromigration

History


The phenomenon of electromigration has been known for over 100 years, having been discovered by the French scientist Gerardin. The topic first became of practical interest in 1966 when the first integrated circuits became commercially available. Research in this field was pioneered by a number of investigators throughout the fledgling semiconductor
Semiconductor

A semiconductor is a material that has electrical conductivity between those of a Electrical conductor and an electrical insulation; it can vary over that wide range either permanently or dynamically....
 industry. One of the most important engineering studies was performed by Jim Black of Motorola
Motorola

Motorola, Inc. is an United States, multinational, Fortune 100, telecommunications company based in Schaumburg, Illinois. It is a manufacturer of wireless telephone handsets, also designing and selling wireless network infrastructure equipment such as cellular transmission base stations and signal amplifiers....
, after whom Black's equation
Black's equation

Black's Equation is a mathematical model for the mean time to failure of a semiconductor circuit due to electromigration: a phenomenon of molecule rearrangement in the solid phase caused by an electromagnetic field....
 is named. At the time the metal interconnects in ICs were still about 10 micrometre
Micrometre

A micrometre or micron is one Micro- of a metre, or equivalently one thousandth of a millimetre. It is also commonly known as a micron....
s wide. Currently interconnects are only hundreds to tens of nanometers in width making research in electromigration increasingly important.

Practical implications of electromigration


Electromigration decreases the reliability
Reliability

In general, reliability is the ability of a person or system to perform and maintain its functions in routine circumstances, as well as hostile or unexpected circumstances....
 of ICs. In the worst case it leads to the eventual loss of one or more connections and intermittent failure of the entire circuit. Since the reliability of interconnects is not only of great interest in the field of space travel
Space exploration

Space exploration is the use of astronomy and space technology to explore outer space. Physical exploration of space is conducted both by human spaceflights and by robotic spacecraft....
 and for military purposes but also with civilian applications like for example the anti-lock braking system
Anti-lock braking system

An anti-lock braking system, or ABS is a safety system which prevents the wheels on a motor vehicle from locking while brake.A rotating road wheel allows the driver to maintain steering control under heavy braking by preventing a skid and allowing the wheel to continue interacting Traction with the road surface as directed by driver...
 of cars, high technological
Technology

Technology is a broad concept that deals with an animal species' usage and knowledge of tools and crafts, and how it affects an animal species' ability to control and adapt to its Natural environment....
 and economic values are attached to this effect.

Due to the relatively high life span of interconnects and the short product lifecycle of most consumer ICs, it is not practical to characterize a product's electromigration under real operating conditions. A mathematical equation, the Black's equation
Black's equation

Black's Equation is a mathematical model for the mean time to failure of a semiconductor circuit due to electromigration: a phenomenon of molecule rearrangement in the solid phase caused by an electromagnetic field....
, is commonly used to predict the life span of interconnects in integrated circuits tested under "stress", that is external heating and increased current density, and the model's results can be extrapolated
Extrapolation

In mathematics, extrapolation is the process of constructing new data points outside a discrete set of known data points. It is similar to the process of interpolation, which constructs new points between known points, but the results of extrapolations are often less meaningful, and are subject to greater uncertainty....
 to the device's expected life span under real conditions. Such testing is known as High temperature operating life (HTOL) testing.

Although electromigration damage ultimately results in failure of the affected IC, the first symptoms are intermittent glitches, and are quite challenging to diagnose. As some interconnects fail before others, the circuit exhibits seemingly random errors, which may be indistinguishable from other failure mechanisms (such as ESD
ESD

ESD can refer to:Organizations:* Engineering Society of Detroit* Episcopal School of Dallas, a school in Dallas, Texas* Eta Sigma Delta , an honor society for hospitality students...
 damage.) In a laboratory setting, electromigration failure is readily imaged with an electron microscope, as interconnect erosion leaves telltale visual markers on the metal layers of the IC.

With increasing miniaturization the probability of failure due to electromigration increases in VLSI
Very-large-scale integration

Very-large-scale integration is the process of creating integrated circuits by combining thousands of transistor-based circuits into a single chip....
 and ULSI circuits because both the power density and the current density increase. In advanced semiconductor manufacturing processes, copper
Copper

Copper is a chemical element with the symbol Cu and atomic number 29.It is a ductile metal with very high thermal and electrical conductivity....
 has replaced aluminium
Aluminium

Aluminium or aluminum is a silvery white and ductile member of the boron group of chemical elements. It has the symbol Al; its atomic number is 13....
 as the interconnect material of choice. Despite its greater fragility in the fabrication process, copper is preferred for its superior conductivity. It is also intrinsically less susceptible to electromigration. However, electromigration (EM) continues to be an everpresent challenge to device fabrication, and therefore the EM research for copper interconnects is ongoing (though a relatively new field.)

A reduction of the structure (scaling) by a factor k increases the power density proportional to k and the current density increases by k2 whereby EM is clearly strengthened.

In modern consumer electronic devices, ICs rarely fail due to electromigration effects. This is because proper semiconductor design practices incorporate the effects of electromigration into the IC's layout. Nearly all IC design houses use automated EDA
Electronic design automation

Electronic Design Automation is the category of tools for designing and producing electronic systems ranging from printed circuit boards to integrated circuits....
 tools to check and correct electromigration problems at the transistor layout-level. When operated within the manufacturer's specified temperature and voltage range, a properly designed IC-device is more likely to fail from other (environmental) causes, such as cumulative damage from gamma-ray bombardment.

Nevertheless, there have been documented cases of product failures due to electromigration. In the late 1980s, one line of Western Digital
Western Digital

Western Digital Corporation is a manufacturer of computer hard disk drives, and has a long history in the electronics industry as an integrated circuit maker and a storage products company....
's desktop drives suffered widespread, predictable failure 12–18 months after field usage. Using forensic analysis of the returned bad units, engineers identified improper design-rules in a third-party supplier's IC controller. By replacing the bad component with that of a different supplier, WD was able to correct the flaw, but not before significant damage to the company's reputation.

Overclocking
Overclocking

Overclocking is the process of running a computer hardware at a higher clock rate than it was designed for or was specified by the manufacturer, usually practiced by personal computer enthusiasts seeking an increase in the performance of their computers....
 of processors, especially when using higher than nominal voltage, causes electromigration between their transistors and significantly shortens the chips' lifetime.

Electromigration can be a cause of degradation in some power semiconductor device
Power semiconductor device

Power semiconductor devices are semiconductor device used as switches or rectifiers in Power electronics electrical network . They are also called power devices or when used in integrated circuits, called power ICs....
s such as low voltage power MOSFET
Power MOSFET

A Power MOSFET is a specific type of Metal Oxide Semiconductor Field-Effect Transistor designed to handle large amounts of power. Compared to the other power semiconductor devices , its main advantages are high commutation speed and good efficiency at low voltages....
s, in which the lateral current flow through the source contact metallisation (often aluminium) can reach the critical current densities during overload conditions. The degradation of the aluminium layer causes an increase in on-state resistance, and can eventually lead to complete failure.

Fundamentals


The material properties of the metal interconnects have a strong influence on the life span. The characteristics are predominantly the composition of the metal alloy and the dimensions of the conductor. The shape of the conductor, the crystallographic orientation of the grains in the metal, procedures for the layer deposition, heat treatment or annealing
Annealing (metallurgy)

Annealing, in metallurgy and materials science, is a heat treatment wherein a material is altered, causing changes in its properties such as strength and hardness....
, characteristics of the passivation
Passivation

Passivation is the process of making a material "passive" in relation to another material prior to using the materials together. For example, prior to storing hydrogen peroxide in an aluminium container, the container can be passivated by rinsing it with a dilute solution of nitric acid and peroxide alternating with deionized water....
 and the interface to other materials also affect the durability of the interconnects. There are also grave differences with time dependent current: direct current
Direct current

Direct current is the unidirectional flow of electric charge. Direct current is produced by such sources as battery , thermocouples, solar cells, and commutator-type electric machines of the dynamo type....
 or different alternating current
Alternating current

In alternating current the movement of electric charge periodically reverses direction. An electric charge would for instance move forward, then backward, then forward, then backward, over and over again....
 forms cause different effects.

Forces on ions in an electrical field


Two 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 affect ionized atom
Atom

|-! bgcolor=gray | Properties|-||}The atom is a basic unit of matter consisting of a dense, central atomic nucleus surrounded by a electron cloud of electric charge electrons....
s in a conductor. The direct electrostatic
Electrostatics

Electrostatics is the branch of science that deals with the phenomena arising from stationary or slowly moving electric charges.Since classical antiquity it was known that some materials such as amber attract light particles after Triboelectric effect....
 force Fe as a result from the electric field therefore having the same direction. The force from the exchange of momentum with other charge carrier
Charge carrier

In physics, a charge carrier denotes a free particle carrying an electric charge. Examples are electrons and ions.In ionic solutions, the charge carriers are the dissolved cations and anions....
s Fp showing toward the flow of charge carriers. In metallic conductors Fp is caused by a so-called "electron wind" or "Ion wind
Ion wind

Ion wind, ionic wind, or coronal wind is a stream of ionized fluid generated by a strong electric field. Francis Hauksbee, curator of instruments for the Royal Society of London, made the earliest report of electric wind in 1709....
".

The resulting force Fres on an activated ion in the electrical field is



Electromigration occurs when some of 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 a moving electron is transferred to a nearby activated ion. This causes the ion to move from its original position. Over time this force knocks a significant number of atoms far from their original positions. A break or gap can develop in the conducting material, preventing the flow of electricity. In narrow interconnect conductors, such as those linking transistors and other components in integrated circuits, this is known as a void or internal failure open circuit
Open circuit

The term Open circuit may refer to:*Open-circuit voltage, the difference of electrical potential between two terminals of a device when there is no external load connected...
. Electromigration can also cause the atoms of a conductor to pile up and drift toward other nearby conductors, creating an unintended electrical connection known as a hillock failure or whisker failure (short circuit
Short circuit

A short circuit in an electrical circuit that allows a Electric current along a different path from the one intended.The electrical opposite of a short circuit is an "open circuit", which is an infinite resistance between two nodes....
). Both of these situations can lead to a malfunction of the circuit.

Failure mechanisms


Diffusion mechanisms

In a homogeneous crystalline structure, because of the uniform lattice structure of the metal ions, there is hardly any momentum transfer between the conduction electrons and the metal ions. However, this symmetry does not exist at the grain boundaries and material interfaces, and so here momentum is transferred much more vigorously. Since the metal ions in these regions are bonded more weakly than in a regular crystal lattice, once the electron wind has reached a certain strength, atoms become separated from the grain boundaries and are transported in the direction of the current. This direction is also influenced by the grain boundary itself, because atoms tend to move along grain boundaries.

Diffusion processes caused by electromigration can be divided into grain boundary diffusion, bulk diffusion and surface diffusion. In general, grain boundary diffusion is the major electromigration process in aluminum wires, whereas surface diffusion is dominant in copper interconnects.

Thermal effects


In an ideal conductor, where atoms are arranged in a perfect lattice
Crystal structure

In mineralogy and crystallography, a crystal structure is a unique arrangement of atoms in a crystal. A crystal structure is composed of a motif, a set of atoms arranged in a particular way, and a lattice....
 structure, the electrons moving through it would experience no collisions and electromigration would not occur. In real conductors, defects in the lattice structure and the random thermal vibration of the atoms about their positions causes electrons to collide with the atoms and scatter
Scattering

Scattering is a general physical process where some forms of radiation, such as light, sound, or moving particles,are forced to deviate from a straight trajectory by one or more localized non-uniformities in the medium through which they pass....
, which is the source of electrical resistance (at least in metals; see electrical conduction
Electrical conduction

Electrical conduction is the movement of electric charge particles through a transmission medium . The movement of charge constitutes an Current ....
). Normally, the amount of momentum imparted by the relatively low-mass
Mass

In physical science, mass refers to the degree of acceleration a body acquires when subject to a force: bodies with greater mass are accelerated less by the same force....
 electrons is not enough to permanently displace the atoms. However, in high-power situations (such as with the increasing current draw and decreasing wire sizes in modern VLSI microprocessor
Microprocessor

A microprocessor incorporates most or all of the functions of a central processing unit on a single integrated circuit . The first microprocessors emerged in the early 1970s and were used for electronic calculators, using Binary-coded decimal arithmetic on 4-bit Word ....
s), if many electrons bombard the atoms with enough force to become significant, this will accelerate the process of electromigration by causing the atoms of the conductor to vibrate further from their ideal lattice positions, increasing the amount of electron scattering
Scattering

Scattering is a general physical process where some forms of radiation, such as light, sound, or moving particles,are forced to deviate from a straight trajectory by one or more localized non-uniformities in the medium through which they pass....
. High current density increases the number of electrons scattering against the atoms of the conductor, and hence the speed at which those atoms are displaced.

In integrated circuits, electromigration does not occur in semiconductor
Semiconductor

A semiconductor is a material that has electrical conductivity between those of a Electrical conductor and an electrical insulation; it can vary over that wide range either permanently or dynamically....
s directly, but in the metal interconnects deposited onto them (see semiconductor device fabrication).

Electromigration is exacerbated by high current densities and the Joule heating
Joule heating

Joule heating, also known as ohmic heating and resistive heating, is the process by which the passage of an electric current through a conductor releases heat....
 of the conductor (see electrical resistance
Electrical resistance

The electrical resistance of an object is a measure of its opposition to the passage of a steady electrical current. An object of uniform cross section will have a resistance proportional to its length and inversely proportional to its cross-sectional area, and proportional to the resistivity of the material....
), and can lead to eventual failure of electrical components. Localized increase of current density is known as current crowding
Current crowding

Current crowding is a nonhomogenous distribution of current density through a conductor or semiconductor, especially at the vicinity of the contacts and over the PN junctions....
.

Balance of atom concentration


A governing equation which describes the atom concentration evolution throughout some interconnect segment, is the conventional mass balance (continuity) equation

where is the atom concentration at the point with a coordinates at the moment of time , and is the total atomic flux at this location. The total atomic flux is a combination of the fluxes caused by the different atom migration forces. The major forces are induced by the electric current
Electric current

Electric current is the flow of electric charge. The electric charge may be either electrons or ions.The International System of Units unit of electric current intensity is the ampere....
, and by the gradients of temperature, mechanical stress
Stress (physics)

In continuum mechanics, stress is a measure of the average amount of force exerted per unit area. It is a measure of the intensity of the total internal forces acting within a body across imaginary internal surfaces, as a reaction to external applied forces and body forces....
 and concentration. . Define the fluxes mentioned above. . Here is the electron
Electron

The electron is a subatomic particle that carries a negative electric charge. It has elementary particle and is believed to be a point particle....
 charge, is the effective charge of the migrating atom, the resistivity
Resistivity

Electrical resistivity is a measure of how strongly a material opposes the flow of electric current. A low resistivity indicates a material that readily allows the movement of electrical charge....
 of the conductor where atom migration takes place, is the local current density, is Boltzmann’s constant, is the absolute temperature. is the time and position dependent atom diffusivity. . We use the heat of thermal diffusion. here is the atomic volume and is initial atomic concentration
Concentration

In chemistry, concentration is the measure of how much of a given chemical substance there is mixed with another substance. This can apply to any sort of chemical mixture, but most frequently the concept is limited to homogeneous solutions, where it refers to the amount of solute in the solvent....
, is the hydrostatic stress and are the components of principal stress. .

Assuming a vacancy mechanism for atom diffusion
Diffusion

Molecular diffusion, often called simply diffusion, is a net transport of molecules from a region of higher concentration to one of lower concentration by random molecular motion....
 we can express as a function of the hydrostatic stress where is the effective activation energy
Activation energy

In chemistry, activation energy is a term introduced in 1889 by the Swedish scientist Svante Arrhenius, that is defined as the energy that must be overcome in order for a chemical reaction to occur....
 of the thermal diffusion of metal atoms. The vacancy concentration represents availability of empty lattice sites, which might be occupied by a migrating atom.

Electromigration-aware design


Electromigration reliability of a wire (Black's equation)


At the end of the 1960s J. R. Black developed an empirical model to estimate the MTTF (mean time to failure) of a wire , taking electromigration into consideration:

'

Here is a constant based on the cross-sectional area of the interconnect, is the current density, is the activation energy
Activation energy

In chemistry, activation energy is a term introduced in 1889 by the Swedish scientist Svante Arrhenius, that is defined as the energy that must be overcome in order for a chemical reaction to occur....
 (e.g. 0.7 eV for grain boundary diffusion in aluminum), is the Boltzmann's constant, is the temperature and a scaling factor (usually set to 2 according to Black). It is clear that current density and (less so) the temperature are deciding factors in the design process that affect electromigration.

The temperature of the conductor appears in the exponent, i.e. it strongly affects the MTTF of the interconnect. For an interconnect to remain reliable in rising temperatures, the maximum tolerable current density of the conductor must necessarily decrease.

Wire material


The most common conductor used in integrated circuits is aluminium, due to its good adherence to substrate, good conductivity, and formation of ohmic contact
Ohmic contact

An ohmic contact is a region on a semiconductor device that has been prepared so that the Current-voltage characteristic curve of the device is linear and symmetric....
s with silicon. However, it soon appeared that pure aluminium is susceptible to electromigration. Research shown adding 2-4% of copper to aluminium increases resistance to electromigration about 50 times. The effect is attributed to grain boundary segregation of copper, which greatly inhibits the diffusion of aluminium atoms across grain boundaries.

It is known that pure copper used for Cu-metallization is more electromigration-robust than aluminum. Copper wires can withstand approximately five times more current density than aluminum wires while assuming similar reliability requirements. This is mainly due to the higher electromigration activation energy levels of copper, caused by its superior electrical and thermal conductivity as well as its higher melting point. Further improvements can be achieved by alloying copper with about 1% palladium
Palladium

Palladium is a rare and lustrous silvery-white metal that was discovered in 1803 by William Hyde Wollaston, who named it palladium after the 2 Pallas, which in turn, was named after the epithet of the Greek mythology goddess Athena, acquired by her when she slew Athena#Pallas_Athena....
, which, similar to copper in aluminium, inhibits diffusion of copper atoms along grain boundaries.

Bamboo structure and metal slotting


It is obvious that a wider wire results in smaller current density and, hence, less likelihood of electromigration. Also, the metal grain size has influence; the smaller grains, the more grain boundaries and the higher likelihood of electromigration effects. However, if you reduce wire width to below the average grain size of the wire material, the resistance to electromigration increases, despite an increase in current density. This apparent contradiction is caused by the position of the grain boundaries, which in such narrow wires as in a bamboo structure lie perpendicular to the width of the whole wire. Because the grain boundaries in these so-called “bamboo structures” are at right angles to the current flow, the boundary diffusion factor is excluded, and material transport is correspondingly reduced.

However, the maximum wire width possible for a bamboo structure is usually too narrow for signal lines of large-magnitude currents in analog circuits or for power supply lines. In these circumstances, slotted wires are often used, whereby rectangular holes are carved in the wires. Here, the widths of the individual metal structures in between the slots lie within the area of a bamboo structure, while the resulting total width of all the metal structures meets power requirements.

Blech length


There is a lower limit for the length of the interconnect that will allow electromigration to occur. It is known as “Blech length”, and any wire that has a length below this limit will not fail by electromigration. Here, a mechanical stress buildup causes a reversed migration process which reduces or even compensates the effective material flow towards the anode. The Blech length must be considered when designing test structures for electromigration.

Via arrangements and corner bends


Particular attention must be paid to vias and contact holes, because generally the ampacity of a (tungsten) via is less than that of a metal wire of the same width. Hence multiple vias are often used, whereby the geometry of the via array is very significant: Multiple vias must be organized such that the resulting current flow is distributed as evenly as possible through all the vias.

Attention must also be paid to bends in interconnects. In particular, 90-degree corner bends must be avoided, since the current density in such bends is significantly higher than that in oblique angles (e.g., 135 degrees).

Electromigration in Solder Joints


The typical current density at which electromigration occurs in Cu or Al interconnects is 106 to 107 A/cm2. For solder joints (SnPb or SnAgCu lead-free) used in IC chips, however, electromigration occurs at much lower current densities, e.g. 104 A/cm2. It causes a net atom transport along the direction of electron flow. The atoms pile up at the anode, voids are generated at the cathode and back stress is induced during electromigration. The typical failure of a solder joint due to electromigration will occur at the cathode side. Due to the current crowding effect, voids form first at the corner of the solder joint. Then the voids extend and cause a failed circuit. Electromigration also influences formation of intermetallic compounds.

See also

  • Integrated circuit
    Integrated circuit

    In electronics, an integrated circuit is a miniaturized electronic circuit that has been manufactured in the surface of a thin Wafer of semiconductor material....
  • Semiconductor
    Semiconductor

    A semiconductor is a material that has electrical conductivity between those of a Electrical conductor and an electrical insulation; it can vary over that wide range either permanently or dynamically....
  • Electromagnetism
    Electromagnetism

    Electromagnetism is the physics of the electromagnetic field, a field which exerts a force on Elementary particles with the property of electric charge and which is reciprocally affected by the presence and motion of such particles....
  • Electrical conduction
    Electrical conduction

    Electrical conduction is the movement of electric charge particles through a transmission medium . The movement of charge constitutes an Current ....


Literature


  • Black, J.R.: , RADC Technical Report, Vol. TR-68-243, October 1968.
  • Black, J.R.: , IEEE Transactions On Electron Devices, Vol. ED-16(No. 4):p. 338 347, April 1969.
  • Black, J.R.: , Proceedings of the IEEE, Vol. 57 (No. 9):p. 1587 1594, September 1969.
  • Ho, P.S.: , Proceedings of the IEEE, IRPS:p. 288 291, 1982.
  • Ho, P.S., Kwok T.: "Electromigration in metals", Rep. Prog. Phys., vol. 52, pp 301-348, 1989.
  • Gardner, D.S., Meindl, J.D., Saraswat, K.C.: , IEEE Transactions on Electron Devices, Vol. ED-34 (No. 3), pp. 633-643, March 1987.
  • Wiley Encyclopedia of Electrical and Electronics Engineering. Department of Electrical and Computer Engineering University of Wisconsin Madison, 1999.
  • Christou, Aris: Elektromigration and Electronic Device Degradation. John Wiley & Sons, 1994.
  • Ghate, P.B.: , IEEE Conference Publication, Vol. 20:p 292 299, March 1982.
  • B.D. Knowlton, C.V. Thompson: "Simulation of temperature and current density scaling of the electromigration-limited reliability of near-bamboo interconnects". Material Research Society, Vol. 13 (No. 5), 1998.
  • Changsup Ryu; Kee-Won Kwon; Loke, A.L.S.; Haebum Lee; Nogami, T.; Dubin, V.M.; Kavari, R.A.; Ray, G.W.; Wong, S.S.;: , IEEE Transactions on Electron Devices, Vol. 46 (No. 6):1113 1119, June 1999.
  • H.C. Louie Liu, S.P. Murarka: "Modeling of Temperature Increase Due to Joule Heating During Elektromigration Measurements. Center for Integrated Electronics and Electronics Manufacturing", Materials Research Society Symposium Proceedings Vol. 427:p. 113 119.
  • K. Banerjee, A. Mehrotra: Global (Interconnect) Warming. Circuits and Devices, Seiten p 16 32, September 2001.
  • K.N.Tu: "Recent advances on electromigration in very-large-scale-integration of interconnects" JOURNAL OF APPLIED PHYSICS, 94, 9, 2003.
  • J. Lienig, G. Jerke: , Proceedings of the 8th Asia and South Pacific Design Automation Conference (ASP-DAC), 2003, pp. 783-788.
  • G. Jerke, J. Lienig: , IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, often abbreviated IEEE TCAD or IEEE Transactions on CAD, is a technical journal devoted to the design, analysis, and use of computer programs that aid in the design of integrated circuits and systems....
    , Vol. 23, No. 1, pp. 80-90, January 2004.
  • Tarik Omer Ogurtani, Ersin Emre Oren: "Irreversible thermodynamics of triple junctions during the intergranular void motion under the electromigration forces", Int. J. Solids Struct. 42 (13): 3918-3952, June 2005.
  • J. Lienig: , Proceedings of the International Symposium on Physical Design (ISPD) 2006, pp. 39-46, April 2006.
  • Luhua Xu, John H.L. Pang and K.N. Tu "Effect of electromigration-induced back stress gradient on nano-indentation marker movement in SnAgCu solder joints" Applied Physics Letters, 89, 221909, 2006.
  • Fei Ren, Jae-Woong Nah, K. N. Tu, Bingshou Xiong, Luhua Xu, and John H. L. Pang Electromigration induced ductile-to-brittle transition in lead-free solder joints Applied Physics Letters 89, 141914 ,2006
  • C. Basaran, M. Lin, and H. Ye, "A Thermodynamic Model for Electrical Current Induced Damage", Int. J. of Solids and Structures, 40, 7315-7327, 2003.
  • Cher Ming Tan, Arijit Roy, "(A Review Article) Electromigration in ULSI interconnects" Materials Science and Engineering: R: Reports", 58, 1-75, 2007.
  • Arijit Roy, Cher Ming Tan, "Very high current density package level electromigration test for copper interconnects", J. Appl. Phys., 103, 093707, 2008.


Reference standards

  • EIA
    Electronic Industries Alliance

    The Electronic Industries Alliance is a trade organization composed as an alliance of trade associations for electronics manufacturers in the United States....
    /JEDEC
    JEDEC

    JEDEC Solid State Technology Association, formerly known as Joint Electron Device Engineering Council or Joint Electron Device Engineering Councils, is the semiconductor engineering standardization body of the Electronic Industries Alliance , a trade association that represents all areas of the electronics i...
     Standard EIA/JESD61: Isothermal Electromigration Test Procedure.
  • EIA
    Electronic Industries Alliance

    The Electronic Industries Alliance is a trade organization composed as an alliance of trade associations for electronics manufacturers in the United States....
    /JEDEC
    JEDEC

    JEDEC Solid State Technology Association, formerly known as Joint Electron Device Engineering Council or Joint Electron Device Engineering Councils, is the semiconductor engineering standardization body of the Electronic Industries Alliance , a trade association that represents all areas of the electronics i...
     Standard EIA/JESD63: Standard method for calculating the electromigration model parameters for current density and temperature.


External links


  • What is Electromigration?, Computer Simulation Laboratory, Middle East Technical University.
  • Electromigration for Designers: An Introduction for the Non-Specialist, J.R. Lloyd, TechOnLine.