Total Harmonic Distortion
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The total harmonic distortion (THD or THDi) is a measurement of the
harmonic distortion In signal processing, distortion is the alteration of the original shape (or other characteristic) of a signal. In communications and electronics it means the alteration of the waveform of an information-bearing signal, such as an audio signal ...
present in a signal and is defined as the ratio of the sum of the powers of all harmonic components to the power of the
fundamental frequency The fundamental frequency, often referred to simply as the ''fundamental'', is defined as the lowest frequency of a periodic waveform. In music, the fundamental is the musical pitch of a note that is perceived as the lowest partial present. In ...
. Distortion factor, a closely related term, is sometimes used as a synonym. In audio systems, lower distortion means the components in a loudspeaker, amplifier or microphone or other equipment produce a more accurate reproduction of an audio recording. In radio communications, devices with lower THD tend to produce less unintentional interference with other electronic devices. Since harmonic distortion tends to widen the frequency spectrum of the output emissions from a device by adding signals at multiples of the input frequency, devices with high THD are less suitable in applications such as spectrum sharing and spectrum sensing.Iaroslav Blagouchine and Eric Moreau. ''Analytic Method for the Computation of the Total Harmonic Distortion by the Cauchy Method of Residues.'' IEEE Transactions on Communications, vol. 59, no. 9, pp. 2478–2491, September 2011.
/ref> In power systems, lower THD implies lower peak currents, less heating, lower electromagnetic emissions, and less core loss in motors.Total Harmonic Distortion and Effects in Electrical Power Systems – Associated Power Technologies
/ref> IEEE std 519-2014 covers the recommended practice and requirements for harmonic control in electric power systems.


Definitions and examples

To understand a system with an input and an output, such as an audio amplifier, we start with an ideal system where the
transfer function In engineering, a transfer function (also known as system function or network function) of a system, sub-system, or component is a function (mathematics), mathematical function that mathematical model, theoretically models the system's output for ...
is linear and time-invariant. When a sinusoidal signal of frequency ω passes through a non-ideal, non-linear device, additional content is added at multiples nω (harmonics) of the original frequency. THD is a measure of that additional signal content not present in the input signal. When the main performance criterion is the ″purity″ of the original sine wave (in other words, the contribution of the original frequency with respect to its harmonics), the measurement is most commonly defined as the ratio of the RMS amplitude of a set of higher
harmonic A harmonic is a wave with a frequency that is a positive integer multiple of the ''fundamental frequency'', the frequency of the original periodic signal, such as a sinusoidal wave. The original signal is also called the ''1st harmonic'', the ...
frequencies to the
RMS amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of amplit ...
of the first harmonic, or
fundamental Fundamental may refer to: * Foundation of reality * Fundamental frequency, as in music or phonetics, often referred to as simply a "fundamental" * Fundamentalism, the belief in, and usually the strict adherence to, the simple or "fundamental" idea ...
, frequencyOn the Definition of Total Harmonic Distortion and Its Effect on Measurement Interpretation
Doron Shmilovitz
: \mathrm \,= \,\frac where ''Vn'' is the RMS value of the ''n''th harmonic voltage and ''V1'' is the RMS value of the fundamental component. In practice, the THDF is commonly used in audio distortion specifications (percentage THD); however, THD is a non-standardized specification and the results between manufacturers are not easily comparable. Since individual harmonic amplitudes are measured, it is required that the manufacturer disclose the test signal frequency range, level and gain conditions, and number of measurements taken. It is possible to measure the full 20–20 kHz range using a sweep (though distortion for a fundamental above 10 kHz is inaudible). Measurements for calculating the THD are made at the output of a device under specified conditions. The THD is usually expressed in
percent In mathematics, a percentage (from la, per centum, "by a hundred") is a number or ratio expressed as a fraction of 100. It is often denoted using the percent sign, "%", although the abbreviations "pct.", "pct" and sometimes "pc" are also use ...
or in dB relative to the fundamental as distortion attenuation. A variant definition uses the fundamental plus harmonics as the reference, though usage is discouraged: : \mathrm \,=\, \frac\, = \,\frac These can be distinguished as THDF (for "fundamental"), and THDR (for "root mean square"). THDR cannot exceed 100%. At low distortion levels, the difference between the two calculation methods is negligible. For instance, a signal with THDF of 10% has a very similar THDR of 9.95%. However, at higher distortion levels the discrepancy becomes large. For instance, a signal with THDF 266% has a THDR of 94%. A pure
square wave A square wave is a non-sinusoidal periodic waveform in which the amplitude alternates at a steady frequency between fixed minimum and maximum values, with the same duration at minimum and maximum. In an ideal square wave, the transitions b ...
with infinite harmonics has THDF of 48.3%, or THDR of 43.5%. Some use the term "distortion factor" as a synonym for THDR, while others use it as a synonym for THDF. The
International Electrotechnical Commission The International Electrotechnical Commission (IEC; in French: ''Commission électrotechnique internationale'') is an international standards organization that prepares and publishes international standards for all electrical, electronic and r ...
(IEC) also defines another term ''total harmonic factor'' for the "ratio of the RMS value of the harmonic content of an alternating quantity to the RMS value of the quantity" using a different equation.


THD+N

THD+N means total harmonic distortion plus noise. This measurement is much more common and more comparable between devices. It is usually measured by inputting a
sine wave A sine wave, sinusoidal wave, or just sinusoid is a curve, mathematical curve defined in terms of the ''sine'' trigonometric function, of which it is the graph of a function, graph. It is a type of continuous wave and also a Smoothness, smooth p ...
,
notch filter In signal processing, a band-stop filter or band-rejection filter is a filter that passes most frequencies unaltered, but attenuates those in a specific range to very low levels. It is the opposite of a band-pass filter. A notch filter is a ...
ing the output, and comparing the ratio between the output signal with and without the sine wave: : \mathrm = \frac Like the THD measurement, this is a ratio of RMS amplitudes, and can be measured as THDF (bandpassed or calculated fundamental as the denominator) or, more commonly, as THDR (total distorted signal as the denominator). A meaningful measurement must include the
bandwidth Bandwidth commonly refers to: * Bandwidth (signal processing) or ''analog bandwidth'', ''frequency bandwidth'', or ''radio bandwidth'', a measure of the width of a frequency range * Bandwidth (computing), the rate of data transfer, bit rate or thr ...
of measurement. This measurement includes effects from ground loop power line hum, high-frequency interference,
intermodulation distortion Intermodulation (IM) or intermodulation distortion (IMD) is the amplitude modulation of Signal (electrical engineering), signals containing two or more different frequencies, caused by non-linear, nonlinearities or time variance in a system. ...
between these tones and the fundamental, and so on, in addition to harmonic distortion. For psychoacoustic measurements, a weighting curve is applied such as
A-weighting A-weighting is the most commonly used of a family of curves defined in the International standard IEC 61672:2003 and various national standards relating to the measurement of sound pressure level. A-weighting is applied to instrument-measured ...
or ITU-R BS.468, which is intended to accentuate what is most audible to the human ear, contributing to a more accurate measurement. A-weighting is a rough way to estimate the frequency sensitivity of every persons ears, as it doesn't take into account the non-linear behavior of the ear. The loudness model proposed by Zwicker includes these complexities. The model is described in the German standard DIN45631 For a given input frequency and amplitude, THD+N is reciprocal to
SINAD Signal-to-noise and distortion ratio (SINAD) is a measure of the quality of a signal from a communications device, often defined as : \mathrm = \frac, where P is the average power of the signal, noise and distortion components. SINAD is usually ex ...
, provided that both measurements are made over the same bandwidth.


Measurement

The distortion of a
waveform In electronics, acoustics, and related fields, the waveform of a signal is the shape of its graph as a function of time, independent of its time and magnitude scales and of any displacement in time.David Crecraft, David Gorham, ''Electronic ...
relative to a pure sinewave can be measured either by using a
THD analyzer A total harmonic distortion analyzer calculates the total harmonic content of a sinewave with some distortion, expressed as total harmonic distortion (THD). A typical application is to determine the THD of an amplifier by using a very-low-distortion ...
to analyse the output wave into its constituent harmonics and noting the amplitude of each relative to the fundamental; or by cancelling out the fundamental with a
notch filter In signal processing, a band-stop filter or band-rejection filter is a filter that passes most frequencies unaltered, but attenuates those in a specific range to very low levels. It is the opposite of a band-pass filter. A notch filter is a ...
and measuring the remaining signal, which will be total aggregate harmonic distortion plus noise. Given a sinewave generator of very low inherent distortion, it can be used as input to amplification equipment, whose distortion at different frequencies and signal levels can be measured by examining the output waveform. There is electronic equipment both to generate sinewaves and to measure distortion; but a general-purpose
digital computer A computer is a machine that can be programmed to carry out sequences of arithmetic or logical operations ( computation) automatically. Modern digital electronic computers can perform generic sets of operations known as programs. These pro ...
equipped with a
sound card A sound card (also known as an audio card) is an internal expansion card that provides input and output of audio signals to and from a computer under the control of computer programs. The term ''sound card'' is also applied to external audio i ...
can carry out harmonic analysis with suitable software. Different software can be used to generate sinewaves, but the inherent distortion may be too high for measurement of very low-distortion amplifiers.


Interpretation

For many purposes different types of harmonics are not equivalent. For instance, crossover distortion at a given THD is much more audible than clipping distortion at the same THD, since the harmonics produced by crossover distortion are nearly as strong at higher frequency harmonics, such as 10x to 20x the fundamental, as they are at lower-frequency harmonics like 3x or 5x the fundamental. Those harmonics appearing far away in frequency from a fundamental (desired signal) are not as easily masked by that fundamental. In contrast, at the onset of clipping, harmonics first appear at low order frequencies and gradually start to occupy higher frequency harmonics. A single THD number is therefore inadequate to specify audibility, and must be interpreted with care. Taking THD measurements at different output levels would expose whether the distortion is clipping (which decreases with an decreasing level) or crossover (which stays constant with varying output level, and thus is a ''greater percentage'' of the sound produced at low volumes). THD is an summation of a number of harmonics equally weighted, even though research performed decades ago identifies that lower order harmonics are harder to hear at the same level, compared with higher order ones. In addition, even order harmonics are said to be generally harder to hear than odd order.https://www.gearslutz.com/board/so-much-gear-so-little-time/382595-odd-vs-even-harmonic-distortion.html A number of formulas that attempt to correlate THD with actual audibility have been published, but none have gained mainstream use.


Examples

For many standard signals, the above criterion may be calculated analytically in a closed form. For example, a pure
square wave A square wave is a non-sinusoidal periodic waveform in which the amplitude alternates at a steady frequency between fixed minimum and maximum values, with the same duration at minimum and maximum. In an ideal square wave, the transitions b ...
has THDF equal to : \mathrm \,= \,\sqrt\approx \, 0.483\,=\,48.3\% The sawtooth signal possesses : \mathrm \,= \,\sqrt\approx \, 0.803\,=\,80.3\% The pure symmetrical
triangle wave A triangular wave or triangle wave is a non-sinusoidal waveform named for its triangular shape. It is a periodic, piecewise linear, continuous real function. Like a square wave, the triangle wave contains only odd harmonics. However, the ...
has THDF of : \mathrm \,= \,\sqrt\approx\,0.121\,= \, 12.1\% For the rectangular
pulse train A pulse wave or pulse train is a type of non-sinusoidal waveform that includes square waves (duty cycle of 50%) and similarly periodic but asymmetrical waves (duty cycles other than 50%). It is a term used in synthesizer programming, and is ...
with the ''
duty cycle A duty cycle or power cycle is the fraction of one period in which a signal or system is active. Duty cycle is commonly expressed as a percentage or a ratio. A period is the time it takes for a signal to complete an on-and-off cycle. As a formu ...
'' ''μ'' (called sometimes the ''cyclic ratio''), the THDF has the form : \mathrm\,(\mu)=\sqrt\,,\qquad 0<\mu<1 and logically, reaches the minimum (≈0.483) when the signal becomes symmetrical ''μ''=0.5, ''i.e.'' the pure
square wave A square wave is a non-sinusoidal periodic waveform in which the amplitude alternates at a steady frequency between fixed minimum and maximum values, with the same duration at minimum and maximum. In an ideal square wave, the transitions b ...
. Appropriate filtering of these signals may drastically reduce the resulting THD. For instance, the pure
square wave A square wave is a non-sinusoidal periodic waveform in which the amplitude alternates at a steady frequency between fixed minimum and maximum values, with the same duration at minimum and maximum. In an ideal square wave, the transitions b ...
filtered by the Butterworth low-pass filter of the second-order (with the
cutoff frequency In physics and electrical engineering, a cutoff frequency, corner frequency, or break frequency is a boundary in a system's frequency response at which energy flowing through the system begins to be reduced ( attenuated or reflected) rather than ...
set equal to the fundamental frequency) has THDF of 5.3%, while the same signal filtered by the fourth-order filter has THDF of 0.6%. However, analytic computation of the THDF for complicated waveforms and filters often represents a difficult task, and the resulting expressions may be quite laborious to obtain. For example, the closed-form expression for the THDF of the
sawtooth wave The sawtooth wave (or saw wave) is a kind of non-sinusoidal waveform. It is so named based on its resemblance to the teeth of a plain-toothed saw with a zero rake angle. A single sawtooth, or an intermittently triggered sawtooth, is called a ...
filtered by the first-order Butterworth low-pass filter is simply : \mathrm\,= \, \sqrt\,\approx\,0.370\,= \, 37.0\% while that for the same signal filtered by the second-order Butterworth filter is given by a rather cumbersome formula : \mathrm\,= \sqrt \;\approx\;0.181\,= \, 18.1\% Yet, the closed-form expression for the THDF of the
pulse train A pulse wave or pulse train is a type of non-sinusoidal waveform that includes square waves (duty cycle of 50%) and similarly periodic but asymmetrical waves (duty cycles other than 50%). It is a term used in synthesizer programming, and is ...
filtered by the ''p''th-order Butterworth low-pass filter is even more complicated and has the following form : \mathrm\,(\mu, p)= \csc\pi\mu\,\cdot \!\sqrt where ''μ'' is the
duty cycle A duty cycle or power cycle is the fraction of one period in which a signal or system is active. Duty cycle is commonly expressed as a percentage or a ratio. A period is the time it takes for a signal to complete an on-and-off cycle. As a formu ...
, 0<''μ''<1, and : z_l\equiv \exp\,, \qquad l=1, 2,\ldots, 2p see for more details.


See also

*
Audio system measurements Audio system measurements are a means of quantifying system performance. These measurements are made for several purposes. Designers take measurements so that they can specify the performance of a piece of equipment. Maintenance engineers mak ...
*
Signal-to-noise ratio Signal-to-noise ratio (SNR or S/N) is a measure used in science and engineering that compares the level of a desired signal to the level of background noise. SNR is defined as the ratio of signal power to the noise power, often expressed in deci ...
*
Timbre In music, timbre ( ), also known as tone color or tone quality (from psychoacoustics), is the perceived sound quality of a musical note, sound or musical tone, tone. Timbre distinguishes different types of sound production, such as choir voice ...


References

{{Reflist, 30em


External links


Conversion: Distortion attenuation in dB to distortion factor THD in %

Swept Harmonic Distortion Measurements

Harmonic Distortion Measurements in the Presence of Noise
Electrical parameters Audio amplifier specifications