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Quadrature amplitude modulation

 

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Quadrature amplitude modulation



 
 
Quadrature amplitude modulation (QAM) (Pronounced or ) is a modulation
Modulation

In telecommunications, modulation is the process of varying a Periodic function waveform, i.e. a tone, in order to use that signal to convey a message, in a similar fashion as a musician may modulate the tone from a musical instrument by varying its volume, timing and Pitch ....
 scheme which conveys data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 by changing (modulating) the amplitude
Amplitude

Amplitude is the magnitude of change in the oscillating variable, with each oscillation, within an oscillating system. For instance, sound waves are oscillations in atmospheric pressure and their amplitudes are proportional to the change in pressure during one oscillation....
 of two carrier wave
Carrier wave

In telecommunications, a carrier wave, or carrier is a waveform that is Modulation with an signal for the purpose of conveying information....
s. These two waves, usually sinusoids, are out of phase with each other by 90°
Degree (angle)

A degree , usually denoted by ? , is a measurement of plane angle, representing 1/360 of a Turn ; one degree is equivalent to p/180 radians....
 and are thus called quadrature
Quadrature phase

Communication signals often have the form:'    which is called envelope-and-phase form.An equivalent representation, called quadrature-carrier form, is:'...
 carriers—hence the name of the scheme.

all modulation
Modulation

In telecommunications, modulation is the process of varying a Periodic function waveform, i.e. a tone, in order to use that signal to convey a message, in a similar fashion as a musician may modulate the tone from a musical instrument by varying its volume, timing and Pitch ....
 schemes, QAM conveys data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 by changing some aspect of a carrier signal, or the carrier wave
Carrier wave

In telecommunications, a carrier wave, or carrier is a waveform that is Modulation with an signal for the purpose of conveying information....
, (usually a sinusoid
Sine wave

The sine wave or sinusoid is a function that occurs often in mathematics, physics, signal processing, hearing , electrical engineering, and many other fields....
) in response to a data signal.






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Encyclopedia


Quadrature amplitude modulation (QAM) (Pronounced or ) is a modulation
Modulation

In telecommunications, modulation is the process of varying a Periodic function waveform, i.e. a tone, in order to use that signal to convey a message, in a similar fashion as a musician may modulate the tone from a musical instrument by varying its volume, timing and Pitch ....
 scheme which conveys data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 by changing (modulating) the amplitude
Amplitude

Amplitude is the magnitude of change in the oscillating variable, with each oscillation, within an oscillating system. For instance, sound waves are oscillations in atmospheric pressure and their amplitudes are proportional to the change in pressure during one oscillation....
 of two carrier wave
Carrier wave

In telecommunications, a carrier wave, or carrier is a waveform that is Modulation with an signal for the purpose of conveying information....
s. These two waves, usually sinusoids, are out of phase with each other by 90°
Degree (angle)

A degree , usually denoted by ? , is a measurement of plane angle, representing 1/360 of a Turn ; one degree is equivalent to p/180 radians....
 and are thus called quadrature
Quadrature phase

Communication signals often have the form:'    which is called envelope-and-phase form.An equivalent representation, called quadrature-carrier form, is:'...
 carriers—hence the name of the scheme.

Overview

Like all modulation
Modulation

In telecommunications, modulation is the process of varying a Periodic function waveform, i.e. a tone, in order to use that signal to convey a message, in a similar fashion as a musician may modulate the tone from a musical instrument by varying its volume, timing and Pitch ....
 schemes, QAM conveys data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 by changing some aspect of a carrier signal, or the carrier wave
Carrier wave

In telecommunications, a carrier wave, or carrier is a waveform that is Modulation with an signal for the purpose of conveying information....
, (usually a sinusoid
Sine wave

The sine wave or sinusoid is a function that occurs often in mathematics, physics, signal processing, hearing , electrical engineering, and many other fields....
) in response to a data signal. In the case of QAM, the amplitude of two waves, 90 degrees out-of-phase with each other (in quadrature) are changed (modulated or keyed) to represent the data signal.

Phase modulation
Phase modulation

Phase modulation is a form of modulation that represents information as variations in the instantaneous phase of a carrier wave.Unlike its more popular counterpart, frequency modulation , PM is not very widely used....
 (analog PM) and phase-shift keying
Phase-shift keying

Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
 (digital PSK) can be regarded as a special case of QAM, where the magnitude of the modulating signal is a constant, with only the phase varying. This can also be extended to frequency modulation
Frequency modulation

In telecommunications, frequency modulation conveys information over a carrier wave by varying its frequency . In analog signal applications, the instantaneous frequency of the carrier is directly proportional to the instantaneous value of the input signal....
 (FM) and frequency-shift keying
Frequency-shift keying

Frequency-shift keying is a frequency modulation scheme in which digital information is transmitted through discrete frequency changes of a carrier wave....
 (FSK), for these can be regarded a special case of phase modulation.

Analog QAM

When transmitting two signals by modulating them with QAM, the transmitted signal will be of the form:

,

where and are the modulating signals and is the carrier frequency.

At the receiver, these two modulating signals can be demodulated using a coherent demodulator
Product detector

A product detector is a type of demodulator used for amplitude modulation and Single-sideband modulation signals. Rather than converting the envelope of the signal into the decoded waveform like an envelope detector, the product detector takes the product of the modulated signal and a local oscillator, hence the name....
. Such a receiver multiplies the received signal separately with both a cosine and sine
Siné

Maurice Sinet, known as Sin? is a France cartoonist.As a young man he studied drawing and graphic arts, earning his life as a cabaret singer....
 signal to produce the received estimates of and respectively. Because of the orthogonality property of the carrier signals, it is possible to detect the modulating signals independently.

In the ideal case is demodulated by multiplying the transmitted signal with a cosine signal:

Using standard trigonometric identities
List of trigonometric identities

In mathematics, trigonometric identities are equalities that involve trigonometric functions that are true for every single value of the occurring variables....
, we can write it as:

Low-pass filter
Low-pass filter

A low-pass filter is a electronic filter that passes low-frequency signal but attenuates signals with frequencies higher than the cutoff frequency....
ing removes the high frequency terms (containing ), leaving only the term. This filtered signal is unaffected by , showing that the in-phase component can be received independently of the quadrature component. Similarly, we may multiply by a sine wave and then low-pass filter to extract .

The phase of the received signal is assumed to be known accurately at the receiver. If the demodulating phase is even a little off, it results in crosstalk between the modulated signals. This issue of carrier synchronization at the receiver must be handled somehow in QAM systems. The coherent demodulator needs to be exactly in phase with the received signal, or otherwise the modulated signals cannot be independently received. For example analog television
Analog television

Analog television encodes television picture and sound information and transmits it as an analog signal: one in which the message conveyed by the broadcast Signal is a function of deliberate variations in the amplitude and/or frequency of the signal....
 systems transmit a burst of the transmitting colour subcarrier after each horizontal synchronization pulse for reference.

Analog QAM is used in NTSC
NTSC

NTSC is the analog television system used in most of the Americas, Japan, South Korea, Taiwan, the Philippines, Burma, and some Pacific island nations and territories ....
 and PAL
PAL

PAL, short for Phase Alternating Line, is a color-encoding system used in broadcast television systems in large parts of the world. Other common analog television systems are SECAM and NTSC....
 television systems, where the I- and Q-signals carry the components of chroma (colour) information. "Compatible QAM" or C-QUAM
C-QUAM

C-QUAM is the method of AM stereo broadcasting used in Canada, the United States and most other countries. It was invented in 1977 by Norman Parker, Francis Hilbert, and Yoshio Sakaie, and published in an IEEE journal....
 is used in AM stereo
AM stereo

AM Stereo is a term given to a series of mutually incompatible techniques for broadcasting stereophonic Audio frequency in the mediumwave band in a manner that is compatible with standard amplitude modulation receiver s....
 radio
Radio

Radio is the transmission of signals, by modulation of electromagnetic radiation with frequency below those of visible light.Electromagnetic radiation radio propagation by means of oscillating electromagnetic fields that pass through the air and the vacuum of space....
 to carry the stereo difference information.

Fourier analysis of QAM


In the frequency domain
Frequency domain

In electronics and control systems engineering, frequency domain is a term used to describe the analysis of mathematical functions or Signal with respect to frequency, rather than time....
, QAM has a similar spectral pattern to DSB-SC modulation. Using the properties of the Fourier transform
Fourier transform

In mathematics, Fourier analysis is a subject area which grew out of the study of Fourier series. The subject began with trying to understand when it was possible to represent general functions by sums of simpler trigonometric functions....
, we find that:

where S(f), MI(f) and MQ(f) are the Fourier transforms (frequency-domain representations) of s(t), I(t) and Q(t), respectively.

Quantized QAM


As with many digital modulation schemes, the constellation diagram
Constellation diagram

A constellation diagram is a representation of a signal modulated by a digital modulation scheme such as quadrature amplitude modulation or phase-shift keying....
 is a useful representation. In QAM, the constellation points are usually arranged in a square grid with equal vertical and horizontal spacing, although other configurations are possible (e.g. Cross-QAM). Since in digital telecommunications the data are usually binary
Binary numeral system

The binary numeral system, or notation with a radix of 2. Owing to its straightforward implementation in digital electronic circuitry using logic gates, the binary system is used internally by all modern computers....
, the number of points in the grid is usually a power of 2 (2, 4, 8 ...). Since QAM is usually square, some of these are rare—the most common forms are 16-QAM, 64-QAM, 128-QAM and 256-QAM. By moving to a higher-order constellation, it is possible to transmit more bit
Bit

A bit is a binary numeral system numerical digit, taking a value of either 0 or 1. Binary digits are a basic unit of information Computer data storage and transmission in digital computing and digital information theory....
s per symbol. However, if the mean energy of the constellation is to remain the same (by way of making a fair comparison), the points must be closer together and are thus more susceptible to noise
Noise

In common use, the word noise means unwanted sound or noise pollution. In electronics noise can refer to the electronic signal corresponding to acoustic noise or the electronic signal corresponding to the noise commonly seen as 'Noise ' on a degraded television or video image....
 and other corruption; this results in a higher bit error rate and so higher-order QAM can deliver more data less reliably than lower-order QAM, for constant mean constellation energy.

If data-rates beyond those offered by 8-PSK
Phase-shift keying

Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
 are required, it is more usual to move to QAM since it achieves a greater distance between adjacent points in the I-Q plane by distributing the points more evenly. The complicating factor is that the points are no longer all the same amplitude and so the demodulator must now correctly detect both phase
Phase (waves)

The phase of an oscillation or wave is the fraction of a complete cycle corresponding to an offset in the displacement from a specified reference point at time t = 0....
 and amplitude
Amplitude

Amplitude is the magnitude of change in the oscillating variable, with each oscillation, within an oscillating system. For instance, sound waves are oscillations in atmospheric pressure and their amplitudes are proportional to the change in pressure during one oscillation....
, rather than just phase.

64-QAM and 256-QAM are often used in digital cable
Digital cable

Digital cable is a type of cable television Distribution using digital video compression. The technology was developed by Motorola....
 television and cable modem
Cable modem

File:Sb5120.jpgA cable modem is a type of modem that provides bi-directional data communication via radio frequency channels on a cable television infrastructure....
 applications. In the US
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...
, 64-QAM and 256-QAM are the mandated modulation schemes for digital cable
Digital cable

Digital cable is a type of cable television Distribution using digital video compression. The technology was developed by Motorola....
 (see QAM tuner
QAM tuner

In North American digital video, a QAM tuner is a device present in some digital televisions and similar devices which enables direct reception of digital cable channels without the use of a set-top box....
) as standardised by the SCTE
SCTE

The Society of Cable Telecommunications Engineers or SCTE is a non-profit professional association for the advancement of technology related to cable telecommunications engineering....
 in the standard . Note that many marketing people will refer to these as QAM-64 and QAM-256. 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....
, 16-QAM and 64-QAM are currently used for digital terrestrial television
Digital terrestrial television

Digital Terrestrial Television is an implementation of digital technology to provide a greater number of channels and/or better quality of picture and sound using aerial broadcasts to a conventional Antenna instead of a satellite dish or cable connection....
 (Freeview and Top Up TV
Top Up TV

Top Up TV is a digital Terrestrial Pay TV service offering content from subscription Channels such as Living , G.O.L.D., Cartoon Network and Turner Classic Movies as well as programmes from content providers such as Warner Bros....
).

Ideal structure


Transmitter
The following picture shows the ideal structure of a QAM transmitter, with a carrier frequency
Carrier frequency

Carrier frequency is a term used to designate:* The Real versus nominal value frequency of a carrier wave* The center frequency of a frequency modulation signal...
  and the frequency response of the transmitter's filter:

First the flow of bits to be transmitted is split into two equal parts: this process generates two independent signals to be transmitted. They are encoded separately just like they were in an amplitude-shift keying
Amplitude-shift keying

Amplitude-shift keying is a form of modulation that represents digital data as variations in the amplitude of a carrier wave.The amplitude of an analog carrier Signal varies in accordance with the bit stream , keeping frequency and Phase constant....
 (ASK) modulator. Then one channel (the one "in phase") is multiplied by a cosine, while the other channel (in "quadrature") is multiplied by a sine. This way there is a phase of 90° between them. They are simply added one to the other and sent through the real channel.

The sent signal can be expressed in the form:

where and are the voltages applied in response to the th symbol to the cosine and sine waves respectively.

Receiver
The receiver simply performs the inverse process of the transmitter. Its ideal structure is shown in the picture below with the receive filter's frequency response:

Multiplying by a cosine (or a sine) and by a low-pass filter it is possible to extract the component in phase (or in quadrature). Then there is only an ASK
Amplitude-shift keying

Amplitude-shift keying is a form of modulation that represents digital data as variations in the amplitude of a carrier wave.The amplitude of an analog carrier Signal varies in accordance with the bit stream , keeping frequency and Phase constant....
 demodulator and the two flows of data are merged back.

In practice, there is an unknown phase delay between the transmitter and receiver that must be compensated by synchronization of the receivers local oscillator, i.e. the sine and cosine functions in the above figure. In mobile applications, there will often be an offset in the relative frequency as well, due to the possible presence of a Doppler shift proportional to the relative velocity of the transmitter and receiver. Both the phase and frequency variations introduced by the channel must be compensated by properly tuning the sine and cosine components, which requires a phase reference, and is typically accomplished using a Phase-Locked Loop (PLL)
Phase-locked loop

A phase-locked loop or phase lock loop is a control system that generates a Signal that has a fixed relation to the phase of a "reference" signal....
.

In any application, the low-pass filter will be within hr (t): here it was shown just to be clearer.

Quantized QAM performance

The following definitions are needed in determining error rates:
  • = Number of symbols in modulation constellation
  • = Energy-per-bit
    Bit

    A bit is a binary numeral system numerical digit, taking a value of either 0 or 1. Binary digits are a basic unit of information Computer data storage and transmission in digital computing and digital information theory....
  • = Energy-per-symbol = with k bits per symbol
  • = Noise
    Signal noise

    In science, and especially in physics and telecommunication, noise is fluctuations in and the addition of external factors to the stream of target information being received at a detector....
     power spectral density (W
    WATT

    WATT is a radio station broadcasting a News radio-Talk radio-Sports radio format. Licensed to Cadillac, Michigan, it first began broadcasting in 1945....
    /Hz
    Hertz

    The hertz is a measure of frequency per unit of time, or the number of list of cycles per second. It is the SI base unit of frequency in the International System of Units , and is used worldwide in both general-purpose and scientific contexts....
    )
  • = Probability
    Probability

    Probability, or wikt:chance, is a way of expressing knowledge or belief that an Event will occur or has occurred. In mathematics the concept has been given an exact meaning in probability theory, that is used extensively in such areas of study as mathematics, statistics, finance, gambling, science, and philosophy to draw conclusions about t...
     of bit-error
  • = Probability of bit-error per carrier
  • = Probability of symbol-error
  • = Probability of symbol-error per carrier
  • .


is related to the complementary Gaussian error function
Error function

In mathematics, the error function is a special function which occurs in probability, statistics, materials science, and partial differential equations....
 by: , which is the probability that x will be under the tail of the Gaussian PDF
Probability density function

In mathematics, a probability density function is a function that represents a probability distribution in terms of integrals.Formally, a probability distribution has density ƒ, if ƒ is a non-negative Lebesgue integration function such that the probability of the interval [ab] is given by...
 towards positive infinity
Infinity

Infinity comes from the Latin infinitas or "unboundedness." It refers to several distinct concepts – usually linked to the idea of "without end" – which arise in philosophy, mathematics, and theology....
.

The error rates quoted here are those in additive
Additive white Gaussian noise

ExplanationIn Telecommunication, the additive white Gaussian noise channel model is one in which the information is given a single impairment: a linear addition of wideband or white noise with a constant spectral density and a Gaussian distribution of noise samples....
 white
White noise

White noise is a random signal with a flat power spectral density. In other words, the signal contains equal power within a fixed bandwidth at any center frequency....
 Gaussian noise
Gaussian noise

Gaussian noise is statistical noise that has a probability density function of the normal distribution . In other words, the values that the noise can take on are Gaussian-distributed....
 (AWGN).

Where coordinates for constellation points are given in this article, note that they represent a non-normalised constellation. That is, if a particular mean average energy were required (e.g. unit average energy), the constellation would need to be linearly scaled.

Rectangular QAM

Rectangular QAM constellations are, in general, sub-optimal in the sense that they do not maximally space the constellation points for a given energy. However, they have the considerable advantage that they may be easily transmitted as two pulse amplitude modulation (PAM) signals on quadrature carriers, and can be easily demodulated. The non-square constellations, dealt with below, achieve marginally better bit-error rate (BER) but are harder to modulate and demodulate.

The first rectangular QAM constellation usually encountered is 16-QAM, the constellation diagram for which is shown here. A Gray code
Gray code

|}The reflected binary code, also known as Gray code after Frank Gray , is a binary numeral system where two successive values differ in only one bit....
d bit-assignment is also given. The reason that 16-QAM is usually the first is that a brief consideration reveals that 2-QAM and 4-QAM are in fact binary phase-shift keying
Phase-shift keying

Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
 (BPSK) and quadrature phase-shift keying
Phase-shift keying

Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
 (QPSK), respectively. Also, the error-rate performance of 8-QAM is close to that of 16-QAM (only about 0.5 dB
Decibel

The decibel is a logarithmic units of measurement that expresses the magnitude of a physical quantity relative to a specified or implied reference level....
 better), but its data rate is only three-quarters that of 16-QAM.

Expressions for the symbol-error rate of rectangular QAM are not hard to derive but yield rather unpleasant expressions. For an even number of bits per symbol, , exact expressions are available. They are most easily expressed in a per carrier sense: , so .

The bit-error rate will depend on the exact assignment of bits to symbols, but for a Gray-coded assignment with equal bits per carrier: . Since the carriers are independent, the overall bit error rate is the same as the per-carrier error rate, just like BPSK and QPSK. .

Odd- QAM

For odd , such as 8-QAM it is harder to obtain symbol-error rates, but a tight upper bound is: . Two rectangular 8-QAM constellations are shown below without bit assignments. These both have the same minimum distance between symbol points, and thus the same symbol-error rate (to a first approximation).

The exact bit-error rate, will depend on the bit-assignmentde.

Note that neither of these constellations are used in practice, as the non-rectangular version of 8-QAM is optimal.

Non-rectangular QAM

Circular 8qam
Circular 16qam
It is the nature of QAM that most orders of constellations can be constructed in many different ways and it is neither possible nor instructive to cover them all here. This article instead presents two, lower-order constellations.

Two diagrams of circular QAM constellation are shown, for 8-QAM and 16-QAM. The circular 8-QAM constellation is known to be the optimal 8-QAM constellation in the sense of requiring the least mean power for a given minimum Euclidean distance. The 16-QAM constellation is suboptimal although the optimal one may be constructed along the same lines as the 8-QAM constellation. The circular constellation highlights the relationship between QAM and PSK
Phase-shift keying

Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
. Other orders of constellation may be constructed along similar (or very different) lines. It is consequently hard to establish expressions for the error rates of non-rectangular QAM since it necessarily depends on the constellation. Nevertheless, an obvious upper bound to the rate is related to the minimum Euclidean distance
Euclidean distance

In mathematics, the Euclidean distance or Euclidean metric is the "ordinary" distance between two points that one would measure with a ruler, which can be proven by repeated application of the Pythagorean theorem....
 of the constellation (the shortest straight-line distance between two points): .

Again, the bit-error rate will depend on the assignment of bits to symbols.

Although, in general, there is a non-rectangular constellation that is optimal for a particular , they are not often used since the rectangular QAMs are much easier to modulate and demodulate.


See also

  • Modulation
    Modulation

    In telecommunications, modulation is the process of varying a Periodic function waveform, i.e. a tone, in order to use that signal to convey a message, in a similar fashion as a musician may modulate the tone from a musical instrument by varying its volume, timing and Pitch ....
     for other examples of modulation techniques
  • Phase-shift keying
    Phase-shift keying

    Phase-shift keying is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, the Phase of a reference Signal ....
  • Amplitude and phase-shift keying
    Amplitude and phase-shift keying

    'Amplitude and Phase-shift keying' or 'Asymmetric Phase-shift keying', , is a digital modulation scheme that conveys Data#Uses of data in computing by changing, or modulating, both the amplitude and the Phase of a reference Signal ....
     or Asymmetric phase-shift keying (APSK)
  • Carrierless Amplitude Phase Modulation
    Carrierless Amplitude Phase Modulation

    Carrierless amplitude phase modulation is a non-standard variation of quadrature amplitude modulation . Instead of modulating the amplitude of two carrier waves, CAP generates QAM signal by combining two pulse-amplitude modulation signals filtered through two filters designed so that their impulse responses form a Hilbert transform....
     (CAP)
  • QAM tuner for HDTV
    QAM tuner

    In North American digital video, a QAM tuner is a device present in some digital televisions and similar devices which enables direct reception of digital cable channels without the use of a set-top box....


External links