The present invention relates to a method for light detection and ranging and a setup for performing said method.
Light detection and ranging (LIDAR) is an optical sensing technology widely used for applications such as autonomous driving, imaging, or industrial monitoring. LIDAR systems may vary with respect to their operational principle; in particular with respect to the type of light source used (e.g. continuous-wave or pulsed), the detection technique (e.g. coherent detection or incoherent detection), the optical wavelength of the light source, and the scanning method.
“Random Modulation Continuous-Wave (RMCW)” LIDAR is a particular operation principle which uses randomly modulated optical radiation to interrogate a target. Retrieving a time delay and thereby a distance is accomplished by correlating the modulations on an first optical radiation portion which has been reflected from the target with the modulations on a second optical radiation portion which is used as a reference.
The publication by N. Takeuchi et al., “Random modulation cw lidar,” Appl. Opt. 22, 1382-1386, (1983), DOI: 10.1364/AO.22.001382 discloses a continuous-wave (cw) Argon-laser, which is modulated by an electro-optical modulator with a pseudorandom code and used as a light source for RMCW LIDAR in an aerosol measurement. The backscattered light is demodulated to yield a demodulation signal, which is then directly cross-correlated with the pseudorandom code that acts as a reference.
In particular for applications such as sensing and imaging related to autonomous driving, fast scanning over a large spatial target range is required. To this end, LIDAR techniques have been proposed which rely on parallelization, i.e. on the use of optical radiation emitted at many different wavelengths/optical frequencies simultaneously. The different wavelengths/optical frequencies may be spatially dispersed using dispersive optical elements, which enables a larger simultaneous spatial coverage of the target and thus a faster signal acquisition speed. WO2021098975A1 discloses a LIDAR device comprising using laser light having a comb-like frequency spectrum with a plurality of laser frequencies, which are each frequency modulated with a frequency modulation, a method which is generally known as “Frequency modulated continuous-wave (FMCW) LIDAR”. In WO2021098975A1, a diffractive element spatially separates the laser light according to the laser frequencies and directs the spatially separated laser light towards a ranging region, with each of the laser frequencies being directed towards a corresponding spatially distinct target position in the ranging region. A detector receives reflections of the laser light from the ranging region and measures, by simultaneously detecting a frequency modulation of the reflections for each of the laser frequencies, a distance and/or a velocity at the target position. However, in order to obtain satisfying measurement results, high demands are placed on the light source, i.e. the plurality of laser frequencies needs to exhibit low phase noise while still being widely tunable. Furthermore, monitoring of the frequency modulation and linearization and/or pre-distortion may be required. Furthermore, the measurement integration time and thus the achievable signal-to-noise ratio cannot easily be varied without changing and potentially recalibrating the waveform of the frequency modulation.
In a first aspect, it is an object of the present invention to provide a method for light detection and ranging (LIDAR), which alleviates the challenges mentioned above and with which ranging information about a target is obtained in an unambiguous and interference-immune fashion at fast scanning rates.
This object is achieved by a method for light detection and ranging according to claim 1. Further embodiments of the invention are laid down in the dependent claims.
A method for light detection and ranging is disclosed. The method comprises:
The multiple signal frequencies allow for a parallelization of measurements, which in turn enables fast scanning of the target. The random signal modulations enable unambiguous ranging and significantly reduces a risk of interference with other LIDAR systems, which is a crucial advantage in particular for applications such as autonomous driving. In order to cover large spatial target range simultaneously, the method preferably comprises spatially dispersing the multiple signal frequencies of the target radiation part using a dispersive element, such as e.g. a diffraction grating or a prism.
The ranging information parameter may be at least one of a time delay τd, a distance d and a velocity v. The ranging information parameter may be derived by cross-correlating the target signal and the reference signal to obtain a cross-correlation time signal, and a time delay and/or a distance may be inferred from the cross-correlation time signal. In particular, the distance d to the target may be inferred from a time delay τd obtained from a cross-correlation time signal according to
wherein c is the speed of light, IT is the target signal (e.g. a target signal current obtained from a target photoreceiver module), IR is the reference signal (e.g. a reference signal current obtained from a reference photoreceiver module), wherein the function XCORR [A, B] is a cross-correlation function (such as e.g. “xcorr” in MATLAB), which measures the similarity between a vector A and shifted (lagged) copies of a vector B as a function of a lag, the lag in this case being the time delay τ and wherein argmaxx (f(x)) returns values of x for which the function value f(x) is a maximum.
In the context of the present disclosure, the term “splitting” refers to splitting radiation power independently of the radiation frequency.
In this disclosure, the term “wavelength” and “optical frequency” and “optical angular frequency” are used interchangeably, since a wavelength can always be converted into an optical (angular) frequency by taking into consideration the propagation medium.
The term “random signal modulations” is meant to comprise noise-like modulations, such as white noise, but also pseudo-random modulations, which may be obtained using a random-signal generator.
In particular, the random signal modulations may be random amplitude modulations and/or random phase modulations. Intrinsically, random phase modulations can always be expressed as random frequency modulations.
Using the method according to the present invention, a distance resolution value ΔR may be obtained which depends inversely on a modulation bandwidth B of the random amplitude modulations (AM) and/or phase modulations (PM), wherein B=ΔAMs in the case of random amplitude modulations/noise, B=ΔPMs in the case of random phase modulations/noise or B=ΔFMs when the latter are expressed as random frequency modulations/noise (FM). In the present disclosure, the term “modulation bandwidth” preferably refers to a full-width-at-half-maximum FWHM (in linear scale) or a 3-dB bandwidth (in logarithmic scale) of a modulation frequency distribution, which may be expressed as a noise power spectral density. In case of PM/FM modulations, an instantaneous phase of the signal radiation at each of the multiple signal frequencies may be determined, for instance via coherent detection (an explanation of coherent detection can be found further below). Said instantaneous phase may then be differentiated to obtain an instantaneous PM/FM modulation frequency. This instantaneous PM/FM modulation frequency randomly jitters over an observation time, leading to a PM/FM modulation frequency distribution having a FWHM referred to as the “phase modulation bandwidth ΔPMs”/“frequency modulation bandwidth ΔFMs” for each of the multiple signal frequencies. Analogously, in case of amplitude modulations, the signal radiation at each of the multiple signal frequencies may be decomposed into instantaneous AM modulation frequencies (for instance by sending the signal radiation onto a photodiode and performing a Fourier-transform of a direct current (DC) measured with the photodiode) to determine an AM modulation frequency distribution having a FWHM referred to as the “amplitude modulation bandwidth ΔAMs”. For white-noise type modulations with a high-frequency cut-off frequency, i.e. modulations that exhibit a flat-top power spectral density up to said high-frequency cut-off frequency, the FWHM of the modulation frequency distribution does not depend on the observation time. For other types of noise modulations, the FWHM and thus the modulation bandwidth may vary with the observation time. For the modulation bandwidth values mentioned in this disclosure, the observation time is 10 μs.
Preferably, the signal radiation exhibits the random signal modulations at each of the multiple signal frequencies. The modulation bandwidth of the random signal modulations may be different for each of the multiple signal frequencies. Preferably however, the modulation bandwidth of the random signal modulations is similar or equal for each of the multiple signal frequencies, which may be achieved by generating the signal radiation from a single optical source such that the signal radiation exhibits a comb-like spectrum comprising a plurality of comb lines, wherein each comb line corresponds to one of the multiple signal frequencies, as will be described in further detail below.
In the present context, the term “distance resolution” refers to a longitudinal (or axial) resolution, i.e. a minimum resolvable distance between two targets on a single optical path travelled by the target radiation. In case the random signal modulations exhibits a flat-top power spectral density with a finite modulation bandwidth B, the distance resolution can be inferred directly from an auto-correlation function. According to the Wiener-Khinchin theorem, the auto-correlation function is the Fourier transform of the power spectral density. The Fourier transform of a rectangular function with the width B is a sinc-function with first zero-crossings at ΔT=±1/B. Following the convention that two sinc-functions can be resolved if the maximum of the second sinc-function corresponds to the position of the minimum of the first sinc-function leads to the following expression for the distance resolution value ΔR:
wherein c denotes the speed of light Hence, the larger the modulation bandwidth, the shorter the distance resolution value ΔR. In other terms, a higher/better distance resolution is obtained by increasing the modulation bandwidth B.
In case the random modulations are amplitude modulations leading to a pulse sequence, i.e. a random sequence of ones and zeros, one may assume the pulse width to be 1/B as a time resolution unit and may then obtain the same equation for the distance resolution.
Mathematically, a distance precision is a standard deviation of an estimated value and the impact of random noise on said estimation. Montgomery and O'Donoghue studied a least-squares-fit problem with a sinusoidal signal in presence of random uncorrelated noise in M.H. Montgomery and D. Odonoghue, “A derivation of the errors for least squares fitting to time series data,” Delta Scuti Star, Newsletter 13, 28 (1999). The analytical formula for precision reads as
where Ns is a number of samples, T is a measurement time and SNR stands for signal-to-noise ratio. From this, an estimate for the distance precision σR may be obtained:
The distance precision improves with a higher SNR, but follows a square root power law. It also improves with the number of samples, which can be reformulated in terms of a measurement time, a sampling rate or even a chirp bandwidth if the latter is linked to the sampling rate.
For RMCW LIDAR a rigorous derivation of the Cramer-Rao lower bound on time delay estimation variance for bandwidth-limited white Gaussian signals with uncorrelated white noise can be found in G. C. Carter, “Coherence and time delay estimation,” in Proceedings of the IEEE, vol. 75, no. 2, pp. 236-255, (1987), DOI: 10.1109/PROC.1987.13723:
where SNRpd denotes the SNR of the target signal after its detection, but prior to cross-correlation with the reference signal. In RMCW LIDAR, the target signal has a low SNR, since the target signal is spread over the whole bandwidth and noise variance dominates over the target signal variance. Assuming SNRpd<<1, the expression for the distance precision may be written as:
In order to facilitate parallelization using diffractive optics to simultaneously cover a large spatial target area, the signal frequencies are preferably discrete and are spaced preferably by an essentially constant signal frequency spacing. Furthermore, the random signal modulations preferably have a modulation bandwidth being smaller than said frequency spacing. This enables a detection of the random signal modulations for each signal frequency individually by “demultiplexing” the signal radiation, wherein “demultiplexing” refers to decomposing the signal radiation into its different signal frequency components. In the context of the present disclosure, the term “channel” refers to a spectral section spanning a wavelength/optical frequency range which may be defined by a demultiplexing unit. In order to enable demultiplexing using standard demultiplexing units with standard channel as known in the art of optical communication, the frequency spacing is preferably larger than 10 GHz, ideally corresponding to a spacing used in standard commercial demultiplexing units such as 50 GHZ, 100 GHz or 200 GHz.
The reference signal and the target signal may be detected in a so-called direct detection scheme, i.e. where only the amplitude modulations of the reference and the target signal are detected. In such a case, the target signal and the reference signal are preferably obtained by
Detecting the target signal and the reference signal in such a direct detection scheme is preferably performed using highly sensitive photoreceiver modules such as avalanche photodiodes or photomultipliers.
Instead or in addition to direct detection, a coherent detection scheme may also be used, which implies that both the signal amplitude modulations and the signal phase modulations may be detected. In this case, the method may further comprise:
Coherent detection is a technique known in the art and may be implemented in a variety of ways, as described by K. Kikuchi, “Fundamentals of Coherent Optical Fiber Communications,” in Journal of Lightwave Technology, vol. 34, no. 1, pp. 157-179, (2016), Doi: 10.1109/JLT.2015.2463719, the content of which is herein incorporated by reference. In particular, coherent detection may comprise:
Alternatively, coherent detection may comprise:
The calculation of the signal-to-noise ratio (SNR) for random-modulation continuous-wave LIDAR includes two steps: the coherent detection of the target signal and the reference signal and their cross-correlation. The latter closely follows the discussion outlined in chapter 8 of J. S. Bendat and A. G. Piersol, “Random Data: Analysis and Measurement Procedures,” John Wiley & Sons, (2011), ISBN: 978-1-118-21082-6. To simplify the derivation, the random signal modulations are considered to be bandwidth-limited white Gaussian noise with a zero mean. A simple model for a target current signal x and reference current signal y currents for one channel pair after coherent detection may be considered,
where s(t) represents the contribution to the current from the initial random signal, m(t) and n(t) are noise terms that appear after photodetection due to shot noise, thermal noise and other possible noise sources, and Ta is a delay of the target current signal relative to the reference current signal, Rxx/Ryy stand for auto-correlation and Rxy stands for cross-correlation. The SNR of the current y, for example, reads as SNRy=s2
/♯m2
=Rss(0)/Rm(0)=S/M. All of these terms are mutually uncorrelated. An attenuation coefficient for the s (t−τd) term was omitted for simplicity, since the ratio of the amplitudes S and M, N matters rather than the absolute value of S. To calculate the SNR of the cross-correlation trace between the target current signal x and the reference current signal y the maximum of the cross-correlation function squared may be taken and may be divided by its variance SNR=Rxy2(τd)/Var[Rxy(τ)]. The denominator term in case of bandwidth-limited white Gaussian noise signals x, y can be estimated as
where B is a signal noise bandwidth and T is a time length of x and y and T>>τd. Taking an upper bound for the variance estimate of cross-correlation at τ=τd, the value of SNR may be approximated as
Two more assumptions may be made: the first assumption is that the reference current signal has a much higher SNR than the signal current (S/M)>>(S/N). This may be a reasonable assumption since the reference radiation part may be sent to the detector without any loss, while the target radiation part arm may experience free-space optical loss. The second assumption is that the SNR of the imaged photocurrent is much less than one, i.e. S/N<<1. Not only is this a realistic assumption, but it may also be a desired property in spread spectrum communications and military applications supporting optical analogue of electronic counter-countermeasures and low probability of interception. In RMCW the spectrum is spread out resulting in much lower SNR at the photodetection stage, but the SNR will be boosted taking cross-correlation. Under these assumptions, one may finally obtain
Effectively, the photocurrent SNR (that is S/N) gets multiplied by a time-bandwidth product. If one uses a Nyquist sampling rate of fs=2B the SNR would read as
where fsT is simply a number of sampled data points. Furthermore, the value of S/N may be estimated, where S stands for an initial random target signal current variance and N is a variance of the photodetection noise, or, equivalently this ratio equals the ratio of power spectral densities at f<B of signal and noise currents, considering them to be flat. A shot-noise limited heterodyne detection with unity quantum efficiency may be assumed. To distinguish the SNR at different stages, i.e. the signal-to-noise ratio after coherent detection SNRpd and the signal-to-noise ratio after cross-correlation SNRcorr, we apply the notation
Two random signals, one of which is a true signal (target current signal) and the other is random noise, have an SNR determined as a ratio of variances of their currents, i.e.
The variance of the target signal may be expressed as σIT2∝2PsigPLO, while the variance of the noise σIn2∝2ℏωLOPLOΔvRBW, wherein PLO denotes the optical power of the local-oscillator radiation at the local-oscillator angular frequency ωLO. The resolution bandwidth ΔvRBW equals the sampling rate, since the time-domain variance of the current noise is determined by the number of the shot noise photons collected during the sampling time. The ratio of the variances leads to
wherein Psig denotes the optical power of the signal radiation at the signal angular frequency ωsig. By considering a sampling rate Rs to be twice the noise bandwidth, i.e. Rs=2B, the SNR which may be expressed as
where the resolution bandwidth BRF is the inverse of the measurement time T. In RMCW, the measurement time T may be arbitrarily varied, since no periodicity occurs.
Preferably, the local-oscillator radiation is generated at multiple local-oscillator frequencies. When using an optical local-oscillator source emitting multiple local-oscillator frequencies, the target signal and the reference signal are preferably obtained by
Preferably, the local-oscillator frequencies are discrete and are spaced by an essentially constant local-oscillator frequency spacing. Furthermore, the local-oscillator frequency spacing is preferably essentially equal to a signal frequency spacing of the multiple signal frequencies. When combining the first (second) local-oscillator sub-channel with the reference (target) channel, the signal frequency in the reference (target) channel is associated with the local-oscillator frequency in the first (second) local-oscillator sub-channel it is being combined with, thereby creating a signal/local-oscillator frequency pair. A radio beat signal may be generated between the signal frequency and the local-oscillator frequency within each signal/local-oscillator frequency pair. In a case where the local-oscillator frequency spacing is exactly equal to the signal frequency spacing and where there is no global offset between the multiple local-oscillator frequencies and the multiple signal frequencies, said radio beat signal may then be at DC. Here, the local-oscillator frequency spacing is considered to be “essentially equal” to the signal frequency spacing of the multiple signal frequencies if, for a given detector bandwidth of a detector used to detect the reference signal and the target signal via coherent detection, the radio beat signal does not exceed said given detector bandwidth.
The signal radiation may exhibit random signal phase modulations and/or random signal amplitude modulations having a signal phase modulation bandwidth and/or a signal amplitude modulation bandwidth, respectively, which are preferably larger than 500 MHZ (corresponding to a distance resolution of approximately 30 cm or less), preferably larger than 1 GHZ (corresponding to a distance resolution of approximately 15 cm or less). The local-oscillator radiation on the other hand preferably exhibits random local-oscillator phase modulations having a local-oscillator phase modulation bandwidth being smaller, ideally significantly smaller, than the signal phase modulation bandwidth. Additionally or alternatively, the local-oscillator radiation preferably exhibits random local-oscillator amplitude modulations having a local-oscillator amplitude modulation bandwidth being smaller, ideally significantly smaller, than the signal amplitude modulation bandwidth.
In order to be able to obtain a meaningful ranging parameter by coherent detection using the local-oscillator radiation, the local-oscillator radiation should preferably exhibit a coherence length which is larger than twice the distance to the target. The coherence length is intrinsically determined by the local-oscillator phase modulation bandwidth: the larger the local-oscillator phase modulation bandwidth, the smaller the coherence length of the local-oscillator radiation. Preferably, for targets at a distance of 150 m or more from the optical local-oscillator source, the local-oscillator phase modulation bandwidth may be 1 MHz or less. In particular, for targets at a distance of 300 m or more from the optical local-oscillator source, the local-oscillator phase modulation bandwidth is preferably 0.5 MHz or less. Minimizing the local-oscillator phase modulation bandwidth and or the local-oscillator amplitude modulation bandwidth may also help avoiding signal-to-noise degradation of the reference signal and the target signal.
In case the target is moving, the target radiation part being reflected from the target may experience a frequency shift due to the Doppler-effect, which may deteriorate the signal-to-noise ratio of the cross-correlation time signal obtained from the target signal and the reference signal and may thus hinder a retrieval of the correct time delay. In order to alleviate this issue, the method may further comprise:
Mathematically, the Doppler-frequency shift ΔfD may be extracted using the expression
where [⋅] stands for the Fourier transform and where the expression XCORR [
[IT],
[IR]] corresponds to the cross-correlation spectrum, i.e. the cross-correlation of the target spectrum
[IT] and the reference spectrum
[IR]. A target velocity v may then be inferred using the relation
where fs is the optical signal frequency used in the measurement. The correct time delay τd and thus the correct distance value d is then easily obtained via cross-correlation of the frequency-shifted target signal ĨT with the reference signal IT.
wherein −1[⋅] denotes the inverse Fourier transform. All cross-correlations and Fourier transforms are preferably calculated by the evaluation arrangement digitally in batch processing using a software tool such as MATLAB. However, analog processing of cross-correlations is also conceivable. Straightforward computation of the cross-correlation may yield a computational complexity 0(N2), wherein N is a number of samples. Recalling that convolution operation can be calculated by the means of the Fourier transforms, i.e. the inverse Fourier transform of the multiplication of the Fourier transforms, the complexity may be estimated as ≈3×4N*log2(N). However, taking into account prior information from a preceding distance estimation step or a neighboring pixel and restricting ourselves to a limited search range around the previous value, we assume that the cross-correlation complexity can be estimated as 0(M*N) if calculated directly, where M<<N and potentially M<3×4*log2(N).
The target velocity v has a sign that is reflected in the sign of the Doppler-frequency shift ΔfD. In a case where the radio beat signal generated by beating the signal frequency with the local-oscillator frequency happens to be at DC as described above, determining the sign of the Doppler-frequency shift ΔfD is not straightforward. By introducing a relative shift between the signal frequencies and the local-oscillator frequencies, the radio beat signal may be shifted away from DC, and hence said sign of the Doppler-frequency shift may easily be determined, which then in turn provides information about whether the target is moving towards the signal source oscillator or away from the signal source oscillator. The method may thus further comprise shifting the multiple signal frequencies by a global frequency shift with respect to the multiple local-oscillator frequencies of the local-oscillator radiation in order to enable a non-zero radio beat signal frequency between the multiple signal frequencies and the multiple local-oscillator frequencies. The radio beat signal may have a frequency corresponding to said global frequency shift. This relative shift is particularly advantageous when balanced photodetectors are used to detect the reference signal and the target signal, since in that case, the sign of the Doppler-frequency shift is detectable directly without having to explicitly detect an in-phase component and a quadrature component of the target signal and/or the reference signal. The global frequency shift is ideally chosen such that the radio beat signal for each signal/local-oscillator frequency pair still lies within the detector bandwidth. In particular, the global frequency shift may be between 1-10 GHZ, preferably 5 GHz.
As will be explained in greater detail further below, the optical signal source may comprise a signal microresonator pumpable by a continuous-wave laser, wherein said continuous-wave laser is preferably configured to emitting pump light at a wavelength/optical frequency which is eye-safe. The signal microresonator may define multiple microresonator resonance frequencies which exhibit a resonance bandwidth and which are spaced by a free-spectral range (FSR) that is inversely proportional to a circumference of the signal microresonator and that also depends on a dispersion profile of the signal microresonator. The dispersion profile in turn depends on cross-sectional dimensions of the signal microresonator.
Generating the signal radiation exhibiting the random signal modulations may comprise operating the signal microresonator in a modulation-instability regime in a modulation-instability regime. The term “modulation-instability regime” refers to an operation regime in which optical radiation propagating within the signal microresonator exhibits spatio-temporal chaos, i.e. an operation regime where random amplitude modulations and random phase modulations occur. For a theoretical and experimental investigation of such an operation regime, the inventors refer to A. B. Matsko et al., “Chaotic dynamics of frequency combs generated with continuously pumped nonlinear microresonators,” Opt. Lett. 38, 525-527, (2013), DOI: 10.1364/OL.38.000525, the contents of which are herein incorporated by reference.
The signal radiation generated by operating the signal microresonator in a modulation-instability regime may exhibit a comb-like spectrum comprising a plurality of comb lines, wherein each comb line corresponds to one of the multiple signal frequencies, and wherein each comb line exhibits strong amplitude noise and/or phase noise. By superposing a comb line with narrow-band and stable reference radiation emitted by a reference source on a fast photodiode, a noisy radio frequency beat signal may be recorded using a radio signal analyzer. When the signal microresonator is operated in the modulation-instability regime, said radio frequency beat signal may have a bandwidth which significantly exceeds the resonance bandwidth of the microresonator resonance frequencies. Said noisy radio frequency beat signal may be used to measure the modulation bandwidth of the amplitude and/or phase noise and to optimize said modulation bandwidth in order to obtain a desired distance resolution value as described above.
In order to operate the signal microresonator in a modulation-instability regime, the wavelength/optical frequency of the pump light emitted by the continuous-wave laser may be tuned to overlap with one of the microresonator resonance frequencies. Depending on the type of continuous-wave laser, tuning the optical frequency of the pump light may be accomplished by tuning a drive current applied to continuous-wave laser, and/or by tuning a temperature set point at which the continuous-wave laser is operated and/or, if the continuous-wave laser comprises a piezo-electric actuator, by actuating said piezo-electric actuator. Alternatively or additionally, the multiple resonance frequencies of the signal microresonator may also be thermally tuned, preferably using a Peltier-element or an integrated heater arranged on or below or adjacent to the signal microresonator, or mechanically tuned via a piezo-electric element arranged to exert stress on the signal microresonator.
Preferably, the optical frequency of the pump light emitted by the continuous-wave laser is tuned into one of the microresonator resonance frequencies from a “blue end” of said microresonator resonance frequency while keeping a constant pump light average power, wherein from tuning from the “blue end” refers to tuning from higher optical frequencies/shorter wavelengths towards lower optical frequencies/longer wavelengths. As the wavelength of the pump light emitted by the continuous-wave laser is tuned into the microresonator resonance frequency, the signal radiation may be generated within the signal microresonator with an intra-microresonator average power that increases the closer the wavelength of the pump light gets to the microresonator resonance frequency. At the same time, the increasing intra-microresonator average power leads to a red-shift, i.e. a shift towards lower optical frequencies, of the microresonator resonance frequency due to the Kerr-effect and due to thermal effects. To trigger parametric oscillations within the signal microresonator leading to the generation of the multiple signal frequencies, the pump light average power may need to exceed a threshold power which decreases quadratically with an increasing quality (Q)-factor of the signal microresonator, wherein the quality (Q)-factor is defined as the ratio of the microresonator resonance frequency and the full width at half-maximum (FWHM) bandwidth of said resonance frequency. Preferably, the pump light average power is in a range of 50 mW to 5 W.
As described above, better distance resolution is obtained by increasing the modulation bandwidth of the random signal modulations. To this end, a stability chart may be determined, wherein the stability chart has the pump light average power on a first axis and the frequency detuning between the optical frequency of the pump light and the microresonator resonance frequency on a second axis. Said stability chart may comprise a pre-soliton switching zone, which may define an edge of a modulation-instability zone. Tuning further into a bistable region of the stability chart may cause the microresonator to switch into a coherent regime, e.g. either a dissipative Kerr soliton-regime or a continuous-wave regime. The optimum operation point, i.e. an optimal combination of pump light average power and frequency detuning leading to the largest modulation bandwidth, may be found at the end of a monostable branch before entering the bistable region. Experimentally, the optimum operation point may be verified by observing the bandwidth of the radio frequency beat signal as described above while tuning the optical frequency of the pump light into the microresonator resonance. Operating the signal microresonator in such a modulation-instability state may be done deterministically using the stability chart described above. The modulation-instability state may furthermore be thermally self-locked.
If the signal microresonator exhibits an intrinsic loss rate κ0 that is fixed, the distance resolution may be improved by increasing a coupling rate κex (defined as a rate at which the pump light enters/leaves the microresonator from/to a bus waveguide carrying the pump light arranged tangentially to the microresonator) from a critically coupled state κex=κ0 to reach an overcoupled state, e.g. κex=9κ0. Increasing of the coupling rate κex provides a more effective photon flux into the signal microresonator, which leads to a higher intracavity power inside the signal microresonator and thus a stronger red-shift due to the Kerr effect, which in turn increases the bandwidth of the random signal modulations and thus yields a better distance resolution. In practical terms, the coupling rate κex may be increased by arranging the bus waveguide closer to the microresonator. Furthermore, a higher pump power of the pump light also may lead to a better distance resolution.
In an alternative embodiment, the optical signal source may comprise a laser oscillator configured to emit a frequency comb and a modulator, and generating the signal radiation exhibiting the random signal modulations may comprise:
Alternatively, the optical signal source may comprise a continuous-wave laser and a modulator, preferably an electro-optic modulator, wherein generating the signal radiation exhibiting the random signal modulations may comprise:
In yet another alternative embodiment, the optical signal source may comprise multiple single-frequency laser modules, wherein each single-frequency laser module is configured to emit randomly modulated radiation at one of the multiple signal frequencies, and wherein generating the signal radiation exhibiting the random signal modulations may comprise:
The optical local-oscillator source may comprise a local-oscillator microresonator pumpable by a continuous-wave laser. In this case, generating the local-oscillator radiation preferably comprises operating the signal microresonator in a soliton regime. The soliton regime may be a single-soliton state which may be achieved using a soliton state switching process known in the art, e.g. as disclosed in U.S. Pat. No. 10,270,529B2, the content of which is herein incorporated by reference. During the soliton state switching process, a frequency detuning between a resonance of the local-oscillator microresonator and an optical frequency of the pump light emitted by the continuous-wave laser being tuned into said resonance may be monitored via the phase modulation response technique as described by H. Guo et al., “Universal dynamics and deterministic switching of dissipative Kerr solitons in optical microresonators.” Nature Physics 13, 94-102, (2017), DOI: 10.1038/nphys3893, the content of which is herein incorporated by reference.
Alternatively, the optical local-oscillator source may comprise a laser oscillator configured to emit a frequency comb and generating the local-oscillator radiation may comprise running the laser oscillator such that it emits the frequency comb.
In an alternative embodiment, the optical local-oscillator source may comprise a continuous-wave laser and an electro-optic modulator, and generating the local-oscillator radiation may comprise:
In yet another alternative embodiment, the optical local-oscillator source may comprise multiple single-frequency laser modules, wherein each single-frequency laser module is configured to emit radiation at one of the multiple local-oscillator frequencies, and generating the local-ocillator radiation may comprise:
In a preferred case where the optical signal source comprises a signal microresonator and the optical local-oscillator source comprises a local-oscillator microresonator, the method preferably comprises pumping said signal microresonator and said local-oscillator microresonator using a common continuous-wave laser. In this case, individual tuning of the signal microresonator and/or the local-oscillator microresonator may be performed by using additional tuning means such as Peltier elements or piezoelectric elements or integrated heaters acting individually on each of the microresonators.
In a second aspect, it is an object of the present invention to provide a setup for light detection and ranging. Any statements made herein with regard to the method for light detection and ranging described likewise apply to the setup for light detection and ranging and vice versa.
The setup comprises:
The evaluation arrangement may comprise an analog-to-digital converter, and/or an oscilloscope and/or a data processing unit, such as a personal computer.
The optical signal source preferably comprises a signal microresonator pumpable by a continuous-wave laser such that the signal microresonator is operated in a modulation-instability regime.
Alternatively, the optical signal source may comprise a laser oscillator configured to emit a frequency comb and a modulator configured to randomly modulate said frequency comb. The laser oscillator may be a mode-locked laser, such as a mode-locked solid-state laser or a mode-locked fiber laser as known in the art.
In an alternative embodiment, the optical signal source may comprise a continuous-wave laser configured to emit continuous-wave radiation and an electro-optic modulator configured to generate a randomly modulated frequency comb from said continuous-wave radiation via electro-optic modulation.
In yet another alternative embodiment, the optical signal source may comprise multiple single-frequency laser modules, wherein each single-frequency laser module is preferably configured to emit randomly modulated radiation at one of the multiple signal frequencies.
In the embodiments described above using a modulator, the modulator may be an electro-optic or acousto-optic modulator and the optical signal source may further comprise a pseudo-random waveform generator configured to drive said modulator.
Independently of the embodiments, the optical signal source may further comprise an optical signal radiation amplifier, such as e.g. an erbium-doped fiber amplifier (EDFA), configured and arranged to amplify the signal radiation before it reaches the at least one signal splitter.
In order to enable parallelized coherent detection, the setup preferably comprises at least one optical local-oscillator source being configured to emit local-oscillator radiation preferably at multiple local-oscillator frequencies. Furthermore, the setup preferably comprises at least one local-oscillator splitter being configured to split the local-oscillator radiation into a first local-oscillator radiation part and a second local-oscillator radiation part. The detection arrangement may further be configured to detect the reference signal and the target signal via coherent detection by combining the first local-oscillator radiation part with the reference radiation part and combining the second local-oscillator radiation part with the reflected portion of the target radiation part.
The optical local-oscillator source preferably comprises a local-oscillator microresonator pumpable by a continuous-wave laser such that the local-oscillator microresonator is operated in a soliton-regime.
In such a case, the setup preferably comprises and the local-oscillator microresonator in combination with the signal microresonator, wherein both the local-oscillator microresonator and the signal microresonator are pumped by a common continuous-wave laser. Said common continuous-wave laser may be a semiconductor laser, such as an external cavity diode laser (ECDL) or a III-V hybrid integrated laser, e.g. indium phosphide (InP) on silicon (Si), or a fiber laser or any other laser emitting pump light at a wavelength which is preferably eye-safe, i.e. preferably at a wavelength of 1400 nm or longer, with a linewidth of less than 1 MHz, preferably less than 0.5 MHZ, in particular less than 0.1 MHz.
The setup may comprise an optical pump amplifier to amplify the pump light. The setup may comprise a pump splitter configured to split the pump light of the common continuous-wave laser into a signal pump part and a local-oscillator pump part. In such a case, the optical pump amplifier may be arranged before the pump splitter with respect to a direction of propagation of the pump light. Alternatively, the setup may comprise an optical signal pump amplifier arranged to amplify he signal pump part and/or an optical local-oscillator pump amplifier arranged to amplify the local-oscillator pump part. The optical (signal and/or local-oscillator) pump amplifier may for instance be an erbium-doped fiber amplifier (EDFA) or, to achieve a very compact setup, a semiconductor optical amplifier which may be integrated on a silicon substrate.
In order to be able to operate the signal microresonator in the modulation-instability regime and the local-oscillator in the soliton-regime when using said continuous-wave laser, the setup may further comprise Peltier elements or piezoelectric elements or integrated heaters acting individually on each of the microresonators. Such a common continuous-wave laser for both the local-oscillator microresonator and the signal microresonator provides the advantage of a particularly compact setup, as well as common pump light noise suppression. However, the optical local-oscillator source and the optical signal source may each comprise their own continuous-wave laser (e.g. of the same type and with the same properties as the common continuous-wave laser described above) for pumping the local-oscillator microresonator and the signal microresonator, respectively.
The signal microresonator may be integrated within a chip-scale signal platform and/or the local-oscillator microresonator may be integrated within a chip-scale local-oscillator platform. In particular, the signal microresonator and/or the local-oscillator microresonator may comprise or consist of silicon nitride (Si3N4) and the chip-scale signal platform and/or the chip-scale local-oscillator platform may comprise a silicon substrate. In A. Gaeta et al, “Photonic-chip-based frequency combs,” Nature Photonics 13, 158-169, (2019), DOI:10.1038/s41566-019-0358-x, an overview explaining how such chip-scale platforms may be configured and fabricated is provided, which is herein incorporated by reference.
The chip-scale signal platform may comprise a signal coupling waveguide designed and arranged to couple the signal pump part into the signal microresonator. Analogously, the chip-scale local-oscillator platform may comprise a local-oscillator coupling waveguide designed and arranged to couple the local-oscillator pump part into the signal microresonator. The signal coupling waveguide and the local-oscillator coupling waveguide preferably consist of the same material as the signal micorresonator or the local-oscillator microresonator, respectively.
Alternatively, the optical local-oscillator source may comprise a laser oscillator configured to emit a frequency comb. The laser oscillator may be a mode-locked laser, such as a mode-locked solid-state laser or a mode-locked fiber laser, which directly emits the local-oscillator radiation as a frequency comb. In order to provide local-oscillator frequencies which are particularly stable, i.e. which exhibit random local-oscillator amplitude/phase modulations having a local-oscillator amplitude/phase modulation bandwidth being as small as possible, the mode-locked laser may be actively stabilized by a feedback system to suppress noise.
In an alternative embodiment, the optical local-oscillator source may comprise a continuous-wave laser configured to emit continuous-wave radiation and an electro-optic modulator configured to generate a frequency comb from said continuous-wave radiation via electro-optic modulation.
In yet another alternative embodiment, the optical local-oscillator source may comprise multiple single-frequency laser modules, wherein each single-frequency laser module is preferably configured to emit radiation at one of the multiple local-oscillator frequencies.
Preferably, the detection arrangement comprises:
The detection arrangement is preferably configured to detect the target signal for the target channel of each channel pair using the target photoreceiver module associated with said target channel. Furthermore, the detection arrangement is preferably configured to detect the reference signal for the reference channel of each channel pair using the reference photoreceiver module associated with said reference channel.
The detection arrangement may further comprise:
Preferably, the target demultiplexing unit and/or the reference demulitplexing unit and/or the local-oscillator demultiplexing unit are fiber-coupled deceives, wherein the multiple target channels and/or the multiple reference channels and/or the multiple local-oscillator channels are each associated with an individual optical fiber. In particular, the target demultiplexing unit and/or the reference demulitplexing unit and/or the local-oscillator demultiplexing unit may be dense wavelength division demultiplexers (DWDM) as used in optical communication covering preferably a range between 1530-1565 nm with preferably 20-60 channels.
In order to be able to detect whether the Doppler-frequency shift has a positive sign or a negative sign and hence to be able to detect a movement direction of the target, each target photoreceiver module may be a target IQ-detector configured to detect an in-phase component and a quadrature component of the target signal, preferably comprising a first target balanced photodetector and a second target balanced photodetector.
Analogously, each reference photoreceiver module may be a reference IQ-detector configured to detect an in-phase component and a quadrature component of the reference signal, preferably comprising a first reference balanced photodetector and a second reference balanced photodetector.
In case the target photoreceiver module and/or reference photoreceiver module are IQ-detectors, each reference combination device and/or each target combination device is preferably an optical hybrid with a first input for the reference channel/the target channel and a second input for the first local-oscillator sub-channel to be combined with said reference channel/the second local-oscillator sub-channel to be combined with said target channel. The first input and the second input may each be split into a first branch and a second branch, wherein the first branch of the second input preferably comprises a 90°-phase shifter. The first branch of the second input may then be recombined with the first branch of the first input in a first 50:50-beam-combiner/beam splitter and the second branch of the second input may be recombined with the second branch of the first input in a second 50:50-beam combiner/beam splitter. The first 50:50-beam combiner/beam splitter preferably has two outputs which are then sent to the first reference/target balanced photodetector and the second 50:50-beam combiner/beam splitter preferably has two outputs which are then sent to a second reference/target balanced photodetector.
The setup may further comprise a frequency shifter configured to shift the multiple signal frequencies by a global frequency shift with respect to the multiple local-oscillator frequencies or vice versa. In particular, the frequency shifter may be a single sideband modulator. In an embodiment where the setup comprises a common continuous-wave laser emitting pump light which is split into a signal pump path for both the signal microresonator and a local-oscillator pump path for the local-oscillator microresonator, the frequency shifter may be arranged in the signal pump path between the continuous-wave-laser and the signal microresonator, such that the global frequency shift is already imprinted on the pump light before soliton generation.
In embodiments comprising such a frequency shifter, the photoreceiver modules do not need to be IQ-detectors in order to determine the sign of the Doppler-frequency shift. Instead of optical hybrids, simple 50:50 beam combiners/splitters with two inputs and two outputs may be used as the reference combination devices and/or as the target combination devices. Each target photoreceiver module then preferably comprises a target balanced photodetector, which is preferably arranged at the two outputs of the target combination device and/or each reference photoreceiver module preferably comprises a reference balanced photodetector which is preferably arranged at the two outputs of the reference combination device.
The balanced photodetectors may be based on silicon photodetectors and may preferably have a detection bandwidth of 10 GHz.
In order to cover large spatial target range simultaneously, the setup preferably further comprises a dispersive element, e.g. a diffraction grating or a prism, which is configured to spatially disperse the multiple signal frequencies of the target radiation part. To further enable fast spatial scanning of the target, the setup may further comprise at least one galvanometer mirror. The setup may furthermore include beam-shaping or beam-collecting optics, such as collimators, which may be arranged in particular at an interface between an optical fiber carrying the target radiation part and a free-space region, in which the target is situated.
Preferred embodiments of the invention are described in the following with reference to the drawings, which are for the purpose of illustrating the present preferred embodiments of the invention and not for the purpose of limiting the same. In the drawings,
In a direct detection scheme as depicted in
The detection arrangement 1000 comprises a target demultiplexing unit 7 comprising multiple target channels CT, wherein each target channel CT is configured to comprise one of the multiple signal frequencies fs, and a reference demultiplexing unit 8 comprising multiple reference channels CR, wherein each reference channel CR is configured to comprise one of the multiple signal frequencies fs. The detection arrangement 1000 further comprises multiple target photoreceiver modules 3, wherein each target photoreceiver module 3 is associated with one target channel CT and multiple reference photoreceiver modules 4, wherein each reference photoreceiver module 4 is associated with one reference channel CR. For simplicity, only one target channel CT and one reference channel CR, as well as only one target photoreceiver module 3 and one reference photoreceiver module 4 are explicitly drawn are in
The detection arrangement 1000 is configured to detect a target signal IT for the target channel CT of each channel pair P using the target photoreceiver 3 module associated with said target channel CT. Furthermore, the detection arrangement 1000 is configured to detect the reference signal IR for the reference channel CR of each channel pair P using a reference photoreceiver module 4 associated with said reference channel CR.
The setup further comprises an evaluation arrangement 50 being configured to derive at least one ranging information parameter from the target signal IT and the reference signal IR.
In
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Preferably, the comb-like random local-oscillator radiation LO is generated are caused by operating the local-oscillator microresonator in a soliton-regime, while the signal radiation S is generated by operating the signal microresonator in a modulation-instability regime. Since here, both the signal microresonator and the local-oscillator microresonator are both pumped by the common continuous-wave laser 5, additional tuning means TM are arranged underneath each of the microresonators to be able to tune their microresonator resonances individually. These tuning means TM may be Peltier elements or piezoelectric elements or integrated heaters.
The setup in
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A procedure to obtain the distance and velocity values is illustrated in
Filing Document | Filing Date | Country | Kind |
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PCT/EP2021/086510 | 12/17/2021 | WO |