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Optical heterodyne detection

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118:. However, laser illumination is not the only way to produce spatially coherent light. In 1995, Guerra published results in which he used a "form of optical heterodyning" to detect and image a grating with frequency many times smaller than the illuminating wavelength, and therefore smaller than the resolution, or passband, of the microscope, by beating it against a local oscillator in the form of a similar but transparent grating. A form of super-resolution microscopy, this work continues to spawn a family and generation of microscopes of particular use in the life sciences, known as "structured illumination microscopy", Polaroid Corp. patented Guerra's invention in 1997. 220:
different energies are absorbed at a countable rate by a detector at different (random) times, the detector can still produce a difference frequency. Hence light seems to have wave-like properties not only as it propagates through space, but also when it interacts with matter. Progress with photon counting was such that by 2008 it was proposed that, even with larger signal strengths available, it could be advantageous to employ local oscillator power low enough to allow detection of the beat signal by photon counting. This was understood to have a main advantage of imaging with available and rapidly developing large-format multi-pixel counting photodetectors.
900:, not its square root, and preserve the phase information. The practical limitation is adjacent pulses from typical lasers have a minute frequency drift that translates to a large random phase shift in any long distance return signal, and thus just like the case for spatially scrambled-phase pixels, destructively interfere when added coherently. However, coherent addition of multiple pulses is possible with advanced laser systems that narrow the frequency drift far below the difference frequency (intermediate frequency). This technique has been demonstrated in multi-pulse coherent Doppler 163:
called "Square-law detectors"—respond to the photon energy to free bound electrons, and since the energy flux scales as the square of the electric field, so does the rate at which electrons are freed. A difference frequency only appears in the detector output current when both the LO and signal illuminate the detector at the same time, causing the square of their combined fields to have a cross term or "difference" frequency modulating the average rate at which free electrons are generated.
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the signal beam is derived from the same laser as the LO but shifted by some modulator in frequency. In other cases, the frequency shift may arise from reflection from a moving object. As long as the modulation source maintains a constant offset phase between the LO and signal source, any added optical phase shifts over time arising from external modification of the return signal are added to the phase of the difference frequency and thus are measurable.
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laser, it is not simple to produce a reference frequency sufficiently pure to have either an instantaneous bandwidth or long term temporal stability that is less than a typical megahertz or kilohertz scale difference frequency. For this reason, the same source is often used to produce the LO and the signal so that their difference frequency can be kept constant even if the center frequency wanders.
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heterodyne array must usually have parallel direct connections from every sensor pixel to separate electrical amplifiers, filters, and processing systems. This makes large, general purpose, heterodyne imaging systems prohibitively expensive. For example, simply attaching 1 million leads to a megapixel coherent array is a daunting challenge.
755:, or electrical noises in active circuits. In optical heterodyne detection, the mixing-gain happens directly in the physics of the initial photon absorption event, making this ideal. Additionally, to a first approximation, absorption is perfectly quadratic, in contrast to RF detection by a diode non-linearity. 853:
While destructive interference dramatically reduces the signal level, the summed amplitude of a spatially incoherent mixture does not approach zero but rather the mean amplitude of a single speckle. However, since the standard deviation of the coherent sum of the speckles is exactly equal to the mean
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In RF detection the antenna is rarely larger than the wavelength so all excited electrons move coherently within the antenna, whereas in optics the detector is usually much larger than the wavelength and thus can intercept a distorted phase front, resulting in destructive interference by out-of-phase
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Another point of contrast is the expected bandwidth of the signal and local oscillator. Typically, an RF local oscillator is a pure frequency; pragmatically, "purity" means that a local oscillator's frequency bandwidth is much much less than the difference frequency. With optical signals, even with a
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However, as noted above, scaling physical arrays to large element counts is challenging for heterodyne detection due to the oscillating or even multi-frequency nature of the output signal. Instead, a single-element optical detector can also act like diversity receiver via synthetic array heterodyne
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The analogous diversity reception for optical heterodyne has been demonstrated with arrays of photon-counting detectors. For incoherent addition of the multiple element detectors in a random speckle field, the ratio of the mean to the standard deviation will scale as the square root of the number of
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allows this phase to be detected. If the optical phase of the signal beam shifts by an angle phi, then the phase of the electronic difference frequency shifts by exactly the same angle phi. More properly, to discuss an optical phase shift one needs to have a common time base reference. Typically
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of the output waveform is the image itself. Arrays in 2D can be created as well, and since the arrays are virtual, the number of pixels, their size, and their individual gains can be adapted dynamically. The multiplex disadvantage is that the shot noise from all the pixels combine since they are
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to image micrometer-sized features. Because of this, an electronic filter can define an effective optical frequency bandpass that is narrower than any realizable wavelength filter operating on the light itself, and thereby enable background light rejection and hence the detection of weak signals.
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Unlike RF band detection, optical frequencies oscillate too rapidly to directly measure and process the electric field electronically. Instead optical photons are (usually) detected by absorbing the photon's energy, thus only revealing the magnitude, and not by following the electric field phase.
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In RF detection, "diversity reception" is often used to mitigate low signals when the primary antenna is inadvertently located at an interference null point: by having more than one antenna one can adaptively switch to whichever antenna has the strongest signal or even incoherently add all of the
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After optical heterodyne became an established technique, consideration was given to the conceptual basis for operation at such low signal light levels that "only a few, or even fractions of, photons enter the receiver in a characteristic time interval". It was concluded that even when photons of
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with the invention in the 1990s of synthetic array heterodyne detection. The light reflected from a target scene is focussed on a relatively inexpensive photodetector consisting of a single large physical pixel, while a different LO frequency is also tightly focussed on each virtual pixel of this
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from the potential noises radiated during the process of generating either the signal or the LO signal, thus the spectral region near the difference frequency may be relatively quiet. Hence, narrow electronic filtering near the difference frequency is highly effective at removing the remaining,
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where the LO and signal share a common origin, rather than, as in radio, a transmitter sending to a remote receiver. The remote receiver geometry is uncommon because generating a local oscillator signal that is coherent with a signal of independent origin is technologically difficult at optical
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is subsequently electronically mixed with a local oscillator (LO) by any convenient non-linear circuit element with a quadratic term (most commonly a rectifier). In optical detection, the desired non-linearity is inherent in the photon absorption process itself. Conventional light detectors—so
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by analogy to circuits), often at millions of cycles per second or more. At the typical frame rates for image sensors, which are much slower, each pixel would integrate the total light received over many oscillation cycles, and this time-integration would destroy the signal of interest. Thus a
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The first two terms are proportional to the average (DC) energy flux absorbed (or, equivalently, the average current in the case of photon counting). The third term is time varying and creates the sum and difference frequencies. In the optical regime the sum frequency will be too high to pass
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in which instead of a single frequency LO, many narrowly spaced frequencies are spread out across the detector element surface like a rainbow. The physical position where each photon arrived is encoded in the resulting difference frequency itself, making a virtual 1D array on a single element
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light. The light signal is compared with standard or reference light from a "local oscillator" (LO) that would have a fixed offset in frequency and phase from the signal if the latter carried null information. "Heterodyne" signifies more than one frequency, in contrast to the single frequency
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only (i.e. there is no noise contribution from the powerful LO because it divided out of the ratio). At that point there is no change in the signal to noise as the gain is raised further. (Of course, this is a highly idealized description; practical limits on the LO intensity matter in real
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systems can discriminate wind velocities with a resolution better than 1 meter per second, which is less than a part in a billion Doppler shift in the optical frequency. Likewise small coherent phase shifts can be measured even for nominally incoherent broadband light, allowing
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As noted above, the difference frequency linewidth can be much smaller than the optical linewidth of the signal and LO signal, provided the two are mutually coherent. Thus small shifts in optical signal center-frequency can be measured: For example, Doppler
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improvement in the signal to noise on the amplitude, but at the expense of losing the phase information. Instead coherent addition (adding the complex magnitude and phase) of multiple pulse waveforms would improve the signal to noise by a factor of
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As with any small signal amplification, it is most desirable to get gain as close as possible to the initial point of the signal interception: moving the gain ahead of any signal processing reduces the additive contributions of effects like resistor
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U.S. Pat. No. 5,666,197; "Apparatus and methods employing phase control and analysis of evanescent illumination for imaging and metrology of subwavelength lateral surface topography"; John M. Guerra, inventor; Assigned to Polaroid Corp.; Sept.
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detection or Fourier transform heterodyne detection. With a virtual array one can then either adaptively select just one of the LO frequencies, track a slowly moving bright speckle, or add them all in post-processing by the electronics.
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Thus in practice one increases the LO level, until the gain on the signal raises it above all other additive noise sources, leaving only the shot noise. In this limit, the signal to noise ratio is affected by the shot noise of the
569:{\displaystyle I\propto \left^{2}\propto {\frac {1}{2}}E_{\mathrm {sig} }^{2}+{\frac {1}{2}}E_{\mathrm {LO} }^{2}+2E_{\mathrm {LO} }E_{\mathrm {sig} }\cos(\omega _{\mathrm {sig} }t+\varphi )\cos(\omega _{\mathrm {LO} }t)} 106:
detector, resulting in an electrical signal from the detector carrying a mixture of beat frequencies that can be electronically isolated and distributed spatially to present an image of the scene.
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Daher, Carlos; Torres, Jeremie; Iniguez-de-la-Torre, Ignacio; Nouvel, Philippe; Varani, Luca; Sangare, Paul; Ducournau, Guillaume; Gaquiere, Christophe; Mateos, Javier; Gonzalez, Tomas (2016).
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The amplitude of the down-mixed difference frequency can be larger than the amplitude of the original signal itself. The difference frequency signal is proportional to the product of the
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through the subsequent electronics. In many applications the signal is weaker than the LO, thus it can be seen that gain occurs because the energy flux in the difference frequency
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Liu, Lisheng; Zhang, Heyong; Guo, Jin; Zhao, Shuai; Wang, Tingfeng (2012). "Photon time-interval statistics applied to the analysis of laser heterodyne signal with photon counter".
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of the LO and signal electric fields. Thus the larger the LO amplitude, the larger the difference-frequency amplitude. Hence there is gain in the photon conversion process itself.
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speckle intensity, optical heterodyne detection of scrambled phase fronts can never measure the absolute light level with an error bar less than the size of the signal itself.
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into virtual pixels on a single element detector with single readout lead, single electrical filter, and single recording system. The time domain conjugate of this approach is
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Erkmen, Baris I.; Barber, Zeb W.; Dahl, Jason (2013). "Maximum-likelihood estimation for frequency-modulated continuous-wave laser ranging using photon-counting detectors".
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of the LO electric field level, and the heterodyne gain also scales the same way, the ratio of the shot noise to the mixed signal is constant no matter how large the LO.
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The primary remaining source of noise is photon shot noise from the nominally constant DC level, which is typically dominated by the Local Oscillator (LO). Since the
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Hinkley, E.; Freed, Charles (1969). "Direct Observation of the Lorentzian Line Shape as Limited by Quantum Phase Noise in a Laser above Threshold".
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independently measured speckles. This improved signal-to-noise ratio makes absolute amplitude measurements feasible in heterodyne detection.
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frequencies. However, lasers of sufficiently narrow linewidth to allow the signal and LO to originate from different lasers do exist.
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Cooke, Bradly J.; Galbraith, Amy E.; Laubscher, Bryan E.; Strauss, Charlie E. M.; Olivas, Nicholas L.; Grubler, Andrew C. (1999).
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antenna signals. Simply adding the antennae coherently can produce destructive interference just as happens in the optical realm.
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Erkmen, Baris; Dahl, Jason R.; Barber, Zeb W. (2013). "Performance Analysis for FMCW Ranging Using Photon-Counting Detectors".
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Winzer, Peter J.; Leeb, Walter R. (1998). "Coherent lidar at low signal powers: Basic considerations on optical heterodyning".
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Optical heterodyne detection began to be studied at least as early as 1962, within two years of the construction of the first
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Array detection of light, i.e. detecting light in a large number of independent detector pixels, is common in digital camera
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The Syracuse University Library Radius Project: Development of a non-destructive playback system for cylinder recordings.
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To solve this problem, synthetic array heterodyne detection (SAHD) was developed. In SAHD, large imaging arrays can be
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better than unity for phase, frequency or time-varying relative-amplitude measurements in a stationary speckle field.
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produced by the detector is in the radio or microwave band that can be conveniently processed by electronic means.
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were developed to optimize the statistical performance of the analysis of the data from photon counting.
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mixing is to down shift the signal from the optical band to an electronically tractable frequency range.
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In RF band detection, typically, the electromagnetic field drives oscillatory motion of electrons in an
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One of the virtues of heterodyne detection is that the difference frequency is generally far removed
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As a result, the mathematics of squaring the sum of two pure tones, normally invoked to explain RF
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LANL Report LA-UR-99-1055 (1999) — Field Imaging in Lidar via Fourier Transform Heterodyne
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Jiang, Leaf A.; Luu, Jane X. (2008). "Heterodyne detection with a weak local oscillator".
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This upper bound signal-to-noise ratio of unity is only for absolute magnitude measurement
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The comparison of the two light signals is typically accomplished by combining them in a
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Optical Society of America, Proceedings of the 1995 Coherent Laser Radar Topical Meeting
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Mapping optical frequencies to electronic frequencies allows sensitive measurements
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Gabriel Lombardi, Jerry Butman, Torrey Lyons, David Terry, and Garrett Piech, "
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detectors and an impure LO might carry some noise at the difference frequency)
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Dainty C (Ed), Laser Speckle and Related Phenomena, 1984, Springer Verlag,
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detector. If the frequency comb is evenly spaced then, conveniently, the
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The Feynman Lectures on Physics: The Definitive and Extended Edition
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that are spatially incoherent. In laser scattering this is known as
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Consequently, optical heterodyne detection is usually performed as
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US Patent 5689335 — Synthetic Array Heterodyne Detection invention
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Feynman, Richard P.; Leighton, Robert B.; Sands, Matthew (2005) .
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Contrast to conventional radio frequency (RF) heterodyne detection
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Technical Note on Heterodyne Detection in Optical Communications
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One can incoherently add the magnitudes of a time series of
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is greater than the DC energy flux of the signal by itself
1472:"Laser field imaging through Fourier transform heterodyne" 978:"Optical detection techniques: homodyne versus heterodyne" 1480:. Proceedings of SPIE. Vol. 3707. pp. 390–408. 126:
It is instructive to contrast the practical aspects of
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provided that the signal and LO are mutually coherent
684: 636: 586: 260: 834:As discussed, the LO and signal must be temporally 623:{\displaystyle E_{\mathrm {LO} }E_{\mathrm {sig} }} 710: 662: 622: 568: 1474:. In Kamerman, Gary W; Werner, Christian (eds.). 167:Wideband local oscillators for coherent detection 30:is a method of extracting information encoded as 850:photo-generated electrons within the detector. 1547: 1545: 1248: 1246: 8: 1590:Encyclopedia of Laser Physics and Technology 1569:Multiple-pulse coherent laser radar waveform 93:This technique became widely applicable to 1477:Laser Radar Technology and Applications IV 678:By itself, the signal beam's energy flux, 195:. Mutual coherence permits the rainbow in 1670:Penn, William A., and Martha J. Hanson. " 1643: 980:. Renishaw plc (UK). 2002. Archived from 702: 690: 689: 683: 654: 642: 641: 635: 607: 606: 592: 591: 585: 550: 549: 511: 510: 484: 483: 469: 468: 452: 443: 442: 428: 419: 407: 406: 392: 383: 362: 361: 338: 337: 305: 304: 278: 277: 259: 969: 66:detector, which has a response that is 1003: 1001: 999: 814:Fourier transform heterodyne detection 711:{\displaystyle E_{\mathrm {sig} }^{2}} 663:{\displaystyle E_{\mathrm {sig} }^{2}} 142:Energy versus electric field detection 1616:IEEE Transactions on Electron Devices 7: 1055:Jacobs, Stephen (30 November 1962). 763:generally broadband, noise sources. 18:Synthetic array heterodyne detection 746:Noise reduction to shot noise limit 697: 694: 691: 649: 646: 643: 614: 611: 608: 596: 593: 554: 551: 518: 515: 512: 491: 488: 485: 473: 470: 447: 444: 414: 411: 408: 366: 363: 342: 339: 312: 309: 306: 285: 282: 279: 25: 1514:Strauss, C.E.M. and Rehse, S.J. " 223:Photon counting was applied with 1584:RĂĽdiger Paschotta (2011-04-29). 787:Key problems and their solutions 1439:Strauss, Charlie E. M. (1995). 1008:Strauss, Charlie E. M. (1994). 886:independent pulses to obtain a 830:Speckle and diversity reception 1586:"Optical Heterodyne Detection" 1088:Guerra, John M. (1995-06-26). 563: 542: 533: 503: 375: 354: 327: 297: 1: 674:Preservation of optical phase 147:Hence the primary purpose of 1516:Rainbow heterodyne detection 1418:10.1016/j.optcom.2012.05.019 1365:10.1364/CLEO_SI.2013.CTu1H.7 954:Rainbow heterodyne detection 949:Optical coherence tomography 818:Rainbow heterodyne detection 739:optical coherence tomography 193:optical coherence tomography 28:Optical heterodyne detection 878:Coherent temporal summation 792:Array detection and imaging 1709: 1167:10.1103/PhysRevLett.23.277 826:not physically separated. 189:white light interferometry 1202:10.1080/09500349808230651 44:electromagnetic radiation 1636:10.1109/TED.2015.2503987 1182:Journal of Modern Optics 934:Laser Doppler vibrometer 1147:Physical Review Letters 1094:Applied Physics Letters 712: 664: 624: 570: 201:supernumerary rainbows 1398:Optics Communications 914:Fibre-optic gyroscope 860:signal-to-noise ratio 753:Johnson–Nyquist noise 713: 665: 625: 571: 243:Gain in the detection 84:electromagnetic field 1359:. pp. CTu1H.7. 1326:10.1364/AO.52.002008 1275:10.1364/AO.47.001486 1069:on February 10, 2017 1034:10.1364/OL.19.001609 720:Heterodyne detection 682: 634: 584: 258: 232:Numerical algorithms 177:heterodyne detection 1628:2016ITED...63..353D 1457:1995STIN...9613278R 1410:2012OptCo.285.3820L 1318:2013ApOpt..52.2008E 1267:2008ApOpt..47.1486J 1194:1998JMOp...45.1549W 1159:1969PhRvL..23..277H 1106:1995ApPhL..66.3555G 1026:1994OptL...19.1609S 707: 659: 457: 424: 225:frequency-modulated 50:band of visible or 708: 685: 660: 637: 620: 566: 438: 402: 57:homodyne detection 1527:(See DOE archive) 1486:10.1117/12.351361 1404:(18): 3820–3826. 1374:978-1-55752-972-5 1236:978-0-8053-9045-2 1100:(26): 3555–3557. 823:Fourier transform 436: 400: 16:(Redirected from 1700: 1665: 1647: 1613: 1593: 1572: 1565: 1559: 1549: 1540: 1535: 1529: 1512: 1506: 1505: 1467: 1461: 1460: 1436: 1430: 1429: 1393: 1387: 1386: 1352: 1346: 1345: 1301: 1295: 1294: 1261:(10): 1486–503. 1250: 1241: 1240: 1220: 1214: 1213: 1188:(8): 1549–1555. 1177: 1171: 1170: 1142: 1136: 1132: 1126: 1125: 1114:10.1063/1.113814 1085: 1079: 1078: 1076: 1074: 1068: 1061: 1052: 1046: 1045: 1005: 994: 993: 991: 989: 974: 939:Laser microphone 894: 893: 717: 715: 714: 709: 706: 701: 700: 669: 667: 666: 661: 658: 653: 652: 629: 627: 626: 621: 619: 618: 617: 601: 600: 599: 575: 573: 572: 567: 559: 558: 557: 523: 522: 521: 496: 495: 494: 478: 477: 476: 456: 451: 450: 437: 429: 423: 418: 417: 401: 393: 388: 387: 382: 378: 371: 370: 369: 347: 346: 345: 317: 316: 315: 290: 289: 288: 21: 1708: 1707: 1703: 1702: 1701: 1699: 1698: 1697: 1678: 1677: 1611: 1606: 1592:. RP Photonics. 1583: 1580: 1575: 1566: 1562: 1550: 1543: 1536: 1532: 1513: 1509: 1469: 1468: 1464: 1438: 1437: 1433: 1395: 1394: 1390: 1375: 1354: 1353: 1349: 1312:(10): 2008–18. 1303: 1302: 1298: 1252: 1251: 1244: 1237: 1222: 1221: 1217: 1179: 1178: 1174: 1144: 1143: 1139: 1133: 1129: 1087: 1086: 1082: 1072: 1070: 1066: 1059: 1054: 1053: 1049: 1020:(20): 1609–11. 1007: 1006: 997: 987: 985: 984:on 26 July 2017 976: 975: 971: 967: 959:Superheterodyne 944:Laser turntable 910: 889: 887: 880: 832: 794: 789: 748: 729: 680: 679: 676: 632: 631: 602: 587: 582: 581: 545: 506: 479: 464: 357: 333: 300: 273: 272: 268: 267: 256: 255: 245: 240: 230:(FMCW) lasers. 228:continuous wave 217: 215:Photon counting 169: 158:; the captured 144: 132:radio frequency 124: 112: 23: 22: 15: 12: 11: 5: 1706: 1704: 1696: 1695: 1690: 1680: 1679: 1676: 1675: 1668: 1666: 1622:(1): 353–359. 1604: 1599: 1594: 1579: 1578:External links 1576: 1574: 1573: 1560: 1541: 1530: 1507: 1462: 1431: 1388: 1373: 1347: 1306:Applied Optics 1296: 1255:Applied Optics 1242: 1235: 1215: 1172: 1137: 1127: 1080: 1047: 1014:Optics Letters 995: 968: 966: 963: 962: 961: 956: 951: 946: 941: 936: 931: 929:Interferometry 926: 921: 916: 909: 906: 879: 876: 858:: it can have 831: 828: 793: 790: 788: 785: 770:scales as the 747: 744: 728: 725: 705: 699: 696: 693: 688: 675: 672: 657: 651: 648: 645: 640: 616: 613: 610: 605: 598: 595: 590: 577: 576: 565: 562: 556: 553: 548: 544: 541: 538: 535: 532: 529: 526: 520: 517: 514: 509: 505: 502: 499: 493: 490: 487: 482: 475: 472: 467: 463: 460: 455: 449: 446: 441: 435: 432: 427: 422: 416: 413: 410: 405: 399: 396: 391: 386: 381: 377: 374: 368: 365: 360: 356: 353: 350: 344: 341: 336: 332: 329: 326: 323: 320: 314: 311: 308: 303: 299: 296: 293: 287: 284: 281: 276: 271: 266: 263: 244: 241: 239: 236: 216: 213: 208:interferometry 197:Newton's rings 168: 165: 143: 140: 123: 120: 111: 108: 88:beat frequency 24: 14: 13: 10: 9: 6: 4: 3: 2: 1705: 1694: 1691: 1689: 1686: 1685: 1683: 1673: 1669: 1667: 1663: 1659: 1655: 1651: 1646: 1641: 1637: 1633: 1629: 1625: 1621: 1617: 1610: 1605: 1603: 1600: 1598: 1595: 1591: 1587: 1582: 1581: 1577: 1570: 1564: 1561: 1558: 1557:0-387-13169-8 1554: 1548: 1546: 1542: 1539: 1534: 1531: 1528: 1525: 1524:1-55752-443-2 1521: 1517: 1511: 1508: 1503: 1499: 1495: 1491: 1487: 1483: 1479: 1478: 1473: 1466: 1463: 1458: 1454: 1450: 1446: 1442: 1435: 1432: 1427: 1423: 1419: 1415: 1411: 1407: 1403: 1399: 1392: 1389: 1384: 1380: 1376: 1370: 1366: 1362: 1358: 1351: 1348: 1343: 1339: 1335: 1331: 1327: 1323: 1319: 1315: 1311: 1307: 1300: 1297: 1292: 1288: 1284: 1280: 1276: 1272: 1268: 1264: 1260: 1256: 1249: 1247: 1243: 1238: 1232: 1228: 1227: 1219: 1216: 1211: 1207: 1203: 1199: 1195: 1191: 1187: 1183: 1176: 1173: 1168: 1164: 1160: 1156: 1152: 1148: 1141: 1138: 1131: 1128: 1123: 1119: 1115: 1111: 1107: 1103: 1099: 1095: 1091: 1084: 1081: 1065: 1058: 1051: 1048: 1043: 1039: 1035: 1031: 1027: 1023: 1019: 1015: 1011: 1004: 1002: 1000: 996: 983: 979: 973: 970: 964: 960: 957: 955: 952: 950: 947: 945: 942: 940: 937: 935: 932: 930: 927: 925: 922: 920: 917: 915: 912: 911: 907: 905: 903: 899: 892: 885: 877: 875: 871: 867: 863: 861: 857: 851: 847: 845: 841: 837: 829: 827: 824: 819: 815: 811: 806: 803: 799: 798:image sensors 791: 786: 784: 781: 775: 773: 769: 764: 761: 756: 754: 745: 743: 740: 735: 726: 724: 721: 703: 686: 673: 671: 655: 638: 603: 588: 560: 546: 539: 536: 530: 527: 524: 507: 500: 497: 480: 465: 461: 458: 453: 439: 433: 430: 425: 420: 403: 397: 394: 389: 384: 379: 372: 358: 351: 348: 334: 330: 324: 321: 318: 301: 294: 291: 274: 269: 264: 261: 254: 253: 252: 250: 242: 237: 235: 233: 229: 226: 221: 214: 212: 209: 204: 202: 198: 194: 190: 186: 182: 178: 173: 166: 164: 161: 157: 152: 150: 141: 139: 137: 133: 130:detection to 129: 121: 119: 117: 109: 107: 104: 100: 96: 95:topographical 91: 89: 85: 81: 77: 73: 69: 65: 60: 58: 53: 49: 45: 41: 37: 33: 29: 19: 1645:10366/130697 1619: 1615: 1589: 1563: 1533: 1510: 1476: 1465: 1448: 1444: 1434: 1401: 1397: 1391: 1356: 1350: 1309: 1305: 1299: 1258: 1254: 1225: 1218: 1185: 1181: 1175: 1150: 1146: 1140: 1130: 1097: 1093: 1083: 1071:. 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Index

Synthetic array heterodyne detection
modulation
phase
frequency
electromagnetic radiation
wavelength
infrared
homodyne detection
photodiode
linear
energy
quadratic
amplitude
electromagnetic field
beat frequency
topographical
velocity
imaging
laser
optical band
radio frequency
heterodyne
heterodyne
antenna
EMF
heterodyne detection
wideband
white light interferometry
optical coherence tomography
Newton's rings

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