Editing Noise figure

{{Short description|Number used to evaluate the performance of an amplifier}}
'''Noise figure''' ('''NF''') and '''noise factor''' (''F'') are figures of merit that indicate degradation of the [[signal-to-noise ratio]] (SNR) that is caused by components in a [[Signal chain (signal processing chain)|signal chain]]. These figures of merit are used to evaluate the performance of an amplifier or a radio receiver, with lower values indicating better performance.

The noise factor is defined as the ratio of the output [[noise power]] of a device to the portion thereof attributable to [[thermal noise]] in the input termination at standard [[noise temperature]] ''T''<sub>0</sub> (usually 290&nbsp;[[Kelvin|K]]). The noise factor is thus the ratio of actual output noise to that which would remain if the device itself did not introduce noise, which is equivalent to the ratio of input SNR to output SNR.

The noise ''factor'' and noise ''figure'' are related, with the former being a unitless ratio and the latter being the logarithm of the noise factor, expressed in units of [[decibel]]s (dB).<ref>{{Cite web|url=http://www.satsig.net/noise.htm|title = Noise temperature, Noise Figure and noise factor}}</ref>

== General ==
The noise figure is the difference in [[decibel]] (dB) between the noise output of the actual receiver to the noise output of an "ideal" receiver with the same overall [[Gain (electronics)|gain]] and [[Bandwidth (signal processing)|bandwidth]] when the receivers are connected to matched sources at the standard [[noise temperature]] ''T''<sub>0</sub> (usually 290&nbsp;K). The noise power from a simple [[Electrical load|load]] is equal to ''kTB'', where ''k'' is the [[Boltzmann constant]], ''T'' is the [[absolute temperature]] of the load (for example a [[resistor]]), and ''B'' is the measurement bandwidth.

This makes the noise figure a useful [[figure of merit]] for terrestrial systems, where the antenna effective temperature is usually near the standard 290&nbsp;K.  In this case, one receiver with a noise figure, say 2&nbsp;dB better than another, will have an output signal-to-noise ratio that is about 2&nbsp;dB better than the other. However, in the case of satellite communications systems, where the receiver antenna is pointed out into cold space, the antenna effective temperature is often colder than 290&nbsp;K.{{sfnp|Keysight|2019|p=9}} In these cases a 2&nbsp;dB improvement in receiver noise figure will result in more than a 2&nbsp;dB improvement in the output signal-to-noise ratio. For this reason, the related figure of ''[[Effective input noise temperature|effective noise temperature]]'' is therefore often used instead of the noise figure for characterizing satellite-communication receivers and [[low-noise amplifier]]s.

In [[heterodyne]] systems, output noise power includes spurious contributions from image-[[frequency]] transformation, but the portion attributable to thermal noise in the input termination at standard noise temperature includes only that which appears in the output via the principal frequency transformation of the [[system]] and excludes that which appears via the [[image frequency]] transformation.

== Definition ==
The '''noise factor''' {{math|''F''}} of a system is defined as<ref name="NF-def">{{harvp|Keysight|2019|p=6|loc=Eqn. (1-1)}}.</ref>
{{Equation box 1
|indent =
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|equation = <math>F = \frac{\mathrm{SNR}_\text{i}}{\mathrm{SNR}_\text{o}}</math>
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where {{math|SNR<sub>i</sub>}} and {{math|SNR<sub>o</sub>}} are the input and output [[signal-to-noise ratio]]s respectively. The {{math|SNR}} quantities are unitless power ratios. Note that this specific definition is only valid for an input signal of which the noise is ''N<sub>i</sub>=kT<sub>0</sub>B''.

The noise figure {{math|NF}} is defined as the noise factor in units of [[decibel]]s (dB):
{{Equation box 1
|indent =
|title=
|equation = <math>\mathrm{NF} = 10 \log_{10}(F) = 10 \log_{10}\left(\frac{\mathrm{SNR}_\text{i}}{\mathrm{SNR}_\text{o}}\right) = \mathrm{SNR}_\text{i, dB} - \mathrm{SNR}_\text{o, dB}</math>
|cellpadding= 6
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|border colour = #0073CF
|background colour=#F5FFFA}}
where {{math|SNR<sub>i,&nbsp;dB</sub>}} and {{math|SNR<sub>o,&nbsp;dB</sub>}} are in units of (dB).
These formulae are only valid when the input termination is at standard [[noise temperature]] {{math|1=''T''<sub>0</sub> = 290&nbsp;K}}, although in practice small differences in temperature do not significantly affect the values.

The noise factor of a device is related to its [[noise temperature]] {{math|''T''<sub>e</sub>}}:<ref>{{harvp|Keysight|2019|p=8|loc=Eqn. (1-5)}}, with some rearrangement from {{math|1=''T''<sub>e</sub> = ''T''<sub>0</sub>(''F'' − 1)}}.</ref>
:<math>F = 1 + \frac{T_\text{e}}{T_0}.</math>

[[Attenuator (electronics)|Attenuators]] have a noise factor {{math|''F''}} equal to their attenuation ratio {{math|''L''}} when their physical temperature equals {{math|''T''<sub>0</sub>}}. More generally, for an attenuator at a physical temperature {{math|''T''}}, the noise temperature is {{math|1=''T''<sub>e</sub> = (''L'' &minus; 1)''T''}}, giving a noise factor
:<math>F = 1 + \frac{(L - 1)T}{T_0}.</math>

== Noise factor of cascaded devices ==
{{Main|Friis formulas for noise}}
If several devices are cascaded, the total noise factor can be found with [[Friis formulas for noise|Friis' formula]]:{{sfnp|Keysight|2019|p=10|loc=Eqn. (2-3)}}
:<math>F = F_1 + \frac{F_2 - 1}{G_1} + \frac{F_3 - 1}{G_1  G_2} + \frac{F_4 - 1}{G_1 G_2 G_3} + \cdots + \frac{F_n - 1}{G_1 G_2 G_3 \cdots G_{n-1}},</math>
where {{math|''F''<sub>''n''</sub>}} is the noise factor for the {{math|''n''}}-th device, and {{math|''G''<sub>''n''</sub>}} is the [[power gain]] (linear, not in dB) of the {{math|''n''}}-th device. The first amplifier in a chain usually has the most significant effect on the total noise figure because the noise figures of the following stages are reduced by stage gains. Consequently, the first amplifier usually has a low noise figure, and the noise figure requirements of subsequent stages is usually more relaxed.<!-- yes, the input might be an attenuator or a mixer, so the second stage becomes critical. -->

==Noise factor as a function of additional noise==
[[File:NoiseFactorDefinition.svg|right|thumb|600px|The source outputs a signal of power <math>S_i</math> and noise of power <math>N_i</math>. Both signal and noise get amplified. However, in addition to the amplified noise from the source, the amplifier adds additional noise to its output denoted <math>N_a</math>. Therefore, the SNR at the amplifier's output is lower than at its input.]]
The noise factor may be expressed as a function of the additional output referred noise power <math>N_a</math> and the power gain <math>G</math> of an amplifier.
{{Equation box 1
|indent =
|title=
|equation = <math>F = 1 + \frac{N_a}{N_i G}</math>
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===Derivation===
From the definition of noise factor<ref name="NF-def" />

:<math>F = \frac{\mathrm{SNR}_\text{i}}{\mathrm{SNR}_\text{o}}=\frac{\frac{S_i}{N_i}}{\frac{S_o}{N_o}},</math>

and assuming a system which has a noisy single stage amplifier. The [[Signal-to-noise ratio|signal to noise ratio]] of this amplifier would include its own output referred noise <math>N_a</math>, the amplified signal <math>S_iG</math> and the amplified input noise <math>N_iG</math>,

:<math>\frac{S_o}{N_o}=\frac{S_iG}{N_a+N_iG}</math>

Substituting the output [[Signal-to-noise ratio|SNR]] to the noise factor definition,<ref>Aspen Core. [https://m.eet.com/media/1163845/4065-download_a_word_document.doc Derivation of noise figure equations (DOCX)], pp. 3–4</ref>

:<math>F = \frac{\frac{S_i}{N_i}}{\frac{S_iG}{N_a+N_iG}}=\frac{N_a+N_iG}{N_iG} = 1 + \frac{N_a}{N_iG}</math>

In cascaded systems <math>N_i</math> does not refer to the output noise of the previous component. An input termination at the standard noise temperature is still assumed for the individual component. This means that the additional noise power added by each component is independent of the other components.

==Optical noise figure==
The above describes noise in electrical systems. The optical noise figure is discussed in multiple sources.<ref name="Desurvire1994">E. Desurvire, ''Erbium doped fiber amplifiers: Principles and Applications'', Wiley, New York, 1994</ref><ref name="Haus1998">H. A. Haus, "The noise figure of optical amplifiers," in ''IEEE Photonics Technology Letters'', vol. 10, no. 11, pp. 1602-1604, Nov. 1998, doi: 10.1109/68.726763</ref><ref name="Noe2022">R. Noe, "Consistent Optical and Electrical Noise Figure," in ''Journal of Lightwave Technology'', 2022, doi: 10.1109/JLT.2022.3212936, https://ieeexplore.ieee.org/document/9915356</ref><ref name="NoeNF2023">R. Noe, "Noise Figure and Homodyne Noise Figure" Photonic Networks; 24th ITG-Symposium, Leipzig, Germany, 09-10 May 2023, pp. 85-91, https://ieeexplore.ieee.org/abstract/document/10173081, presentation https://www.vde.com/resource/blob/2264664/dc0e3c85c8e0cb386cbfa215fe499c4c/noise-figure-and-homodyne-noise-figure-data.pdf</ref><ref name="Haus2000">H. A. Haus, "Noise Figure Definition Valid From RF to Optical Frequencies", in ''IEEE Journal of Selected Topics in Quantum Electronics'', Vol. 6, NO. 2, March/April 2000, pp. 240–247</ref> Electric sources generate noise with a power spectral density, or energy per mode, equal to {{math|''kT''}}, where {{math|''k''}} is the Boltzmann constant and {{math|''T''}} is the absolute temperature. One mode has two quadratures, i.e. the amplitudes of {{math|cos}}<math>\mathrm{\omega}t</math> and {{math|sin}}<math>\mathrm{\omega}t</math> oscillations of voltages, currents or fields. However, there is also noise in optical systems. In these, the sources have no fundamental noise. Instead the energy quantization causes notable shot noise in the detector. In an optical receiver which can output one available mode or two available quadratures this corresponds to a noise power spectral density, or energy per mode, of {{math|''hf''}} where {{math|''h''}} is the Planck constant and {{math|''f''}} is the optical frequency. In an optical receiver with only one available quadrature the shot noise has a power spectral density, or energy per mode, of only {{math|''hf''/2}}. 

In the 1990s, an optical noise figure has been defined.<ref name="Desurvire1994"/> This has been called  {{math|''F''<sub>''pnf''</sub>}} for ''p''hoton ''n''umber ''f''luctuations.<ref name="Haus1998" /> The powers needed for SNR and noise factor calculation are the electrical powers caused by the current in a photodiode. SNR is the square of mean photocurrent divided by variance of photocurrent. Monochromatic or sufficiently attenuated light has a Poisson distribution of detected photons. If, during a detection interval the expectation value of detected photons is {{math|''n''}} then the variance is also {{math|''n''}} and one obtains {{math|''SNR''<sub>''pnf,in''</sub>}} = {{math|''n''<sup>2</sup>/''n''}} = {{math|''n''}}. Behind an optical amplifier with power gain {{math|''G''}} there will be a mean of {{math|''Gn''}} detectable signal photons. In the limit of large {{math|''n''}} the variance of photons is {{math|''Gn''(2''n''<sub>''sp''</sub>(''G''-1)+1)}} where {{math|''n''<sub>''sp''</sub>}} is the spontaneous emission factor. One obtains {{math|''SNR''<sub>''pnf,out''</sub>}} = {{math|''G''<sup>2</sup>''n''<sup>2</sup>/(''Gn''(2''n''<sub>''sp''</sub>(''G''-1)+1))}} = {{math|''n''/(2''n''<sub>''sp''</sub>(1-1/''G'')+1/''G'')}}. Resulting optical noise factor is {{math|''F''<sub>''pnf''</sub>}} = {{math|''SNR''<sub>''pnf,in''</sub> / ''SNR''<sub>''pnf,out''</sub>}} = {{math|2''n''<sub>''sp''</sub>(1-1/''G'')+1/''G''}}.

{{math|''F''<sub>''pnf''</sub>}} is in conceptual conflict<ref name="Noe2022" /><ref name="NoeNF2023" /> with the ''e''lectrical noise factor, which is now called {{math|''F''<sub>''e''</sub>}}:

Photocurrent {{math|''I''}} is proportional to optical power {{math|''P''}}. {{math|''P''}} is proportional to squares of a field amplitude (electric or magnetic). So, the receiver is nonlinear in amplitude. The "Power" needed for {{math|''SNR''<sub>''pnf''</sub>}} calculation is proportional to the 4th power of the signal amplitude. But for {{math|''F''<sub>''e''</sub>}} in the electrical domain the power is proportional to the square of the signal amplitude.

If {{math|''SNR''<sub>''pnf''</sub>}} is a noise factor then its definition must be independent of measurement apparatus and frequency. Consider the signal "Power" in the sense of {{math|''SNR''<sub>''pnf''</sub>}} definition. Behind an amplifier it is proportional to {{math|''G''<sup>2</sup>''n''<sup>2</sup>}}. We may replace the photodiode by a thermal power meter, and measured photocurrent {{math|''I''}} by measured temperature change <math>\mathrm{\Delta\theta}</math>. "Power", being proportional to {{math|''I''<sup>2</sup>}} or {{math|''P''<sup>2</sup>}}, is also proportional to <math>(\mathrm{\Delta\theta})</math>{{math|<sup>2</sup>}}. Thermal power meters can be built at all frequencies. Hence it is possible to lower the frequency from optical (say 200 THz) to electrical (say 200&nbsp;MHz). Still there, "Power" must be proportional to <math>(\mathrm{\Delta\theta})</math>{{math|<sup>2</sup>}} or {{math|''P''<sup>2</sup>}}. Electrical power {{math|''P''}} is proportional to the square {{math|''U''<sup>2</sup>}} of voltage {{math|''U''}}. But "Power" is proportional to {{math|''U''<sup>4</sup>}}.

These implications are in obvious conflict with ~150 years of physics. They are compelling consequence of calling {{math|''F''<sub>''pnf''</sub>}} a noise factor, or noise figure when expressed in dB.

At any given electrical frequency, noise occurs in both quadratures, i.e. in phase (I) and in quadrature (Q) with the signal. Both these quadratures are available behind the electrical amplifier. The same holds in an optical amplifier. But the direct detection photoreceiver needed for measurement of {{math|''SNR''<sub>''pnf''</sub>}} takes mainly the in-phase noise into account whereas quadrature noise can be neglected for high {{math|''n''}}. Also, the receiver outputs only one baseband signal, corresponding to quadrature. So, one quadrature or degree-of-freedom is lost.

For an optical amplifier with large {{math|''G''}} it holds {{math|''F''<sub>''pnf''</sub>}} ≥ 2 whereas for an ''e''lectrical amplifier it holds {{math|''F''<sub>''e''</sub>}} ≥ 1.

Moreover, today's long-haul optical fiber communication is dominated by coherent optical I&Q receivers but {{math|''F''<sub>''pnf''</sub>}} does not describe the SNR degradation observed in these.

Another optical noise figure {{math|''F''<sub>''ase''</sub>}} for ''a''mplified ''s''pontaneous ''e''mission has been defined.<ref name="Haus1998" /> But the noise factor {{math|''F''<sub>''ase''</sub>}} is not the SNR degradation factor in any optical receiver.

All the above conflicts are resolved by the optical in-phase and quadrature noise factor and figure {{math|''F''<sub>''o,IQ''</sub>}}.<ref name="Noe2022" /><ref name="NoeNF2023" /> It can be measured using a coherent optical I&Q receiver. In these, power of the output signal is proportional to the square of an optical field amplitude because they are linear in amplitude. They pass both quadratures. For an optical amplifier it holds {{math|''F''<sub>''o,IQ''</sub>}} = {{math|''n''<sub>''sp''</sub>(1-1/''G'')+1/''G''}} ≥ 1. Quantity {{math|''n''<sub>''sp''</sub>(1-1/''G'')}} is the input-referred number of added noise photons per mode.

{{math|''F''<sub>''o,IQ''</sub>}} and {{math|''F''<sub>''pnf''</sub>}} can easily be converted into each other. For large {{math|''G''}} it holds {{math|''F''<sub>''o,IQ''</sub>}} = {{math|''F''<sub>''pnf''</sub>/2}} or, when expressed in dB, {{math|''F''<sub>''o,IQ''</sub>}} is 3 dB less than {{math|''F''<sub>''pnf''</sub>}}. The ideal {{math|''F''<sub>''o,IQ''</sub>}} in dB equals 0 dB. This describes the known fact that the sensitivity of an ideal optical I&Q receiver is not improved by an ideal optical preamplifier.

== See also ==

* [[Noise]]
* [[Noise (electronic)]]
* [[Noise figure meter]]
* [[Noise (electronics)|Noise level]] 
* [[Thermal noise]]
* [[Signal-to-noise ratio]]
* [[Y-factor]]

==References==
{{Reflist}}

*{{Citation |ref= {{sfnref|Keysight|2019}} |author= [[Keysight Technologies]] |title= Fundamentals of RF and Microwave Noise Figure Measurements |date= 2019-10-01 |url= https://www.keysight.com/us/en/assets/7018-06808/application-notes/5952-8255.pdf |archive-url= https://web.archive.org/web/20220521171153/https://www.keysight.com/us/en/assets/7018-06808/application-notes/5952-8255.pdf |archive-date=2022-05-21 |url-access= registration |type= Application Note |id= 5952-8255E }}.

==External links==
* [http://www.emtalk.com/tools/noise-figure-calculator.php Noise Figure Calculator] 2- to 30-Stage Cascade
* [https://web.archive.org/web/20120316061413/http://testrf.com/2011/noise-figure-uncertainties-y-factor-method/ Noise Figure and Y Factor Method Basics and Tutorial]
* [https://toyproblem.github.io/phone-noise-figure/ Mobile phone noise figure]

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