The invention relates to a method of orthogonal modulation of radar waves of a phase-modulated continuous wave radar system by a sequence of numerical communication symbols, an automotive phase-modulated continuous wave radar system that is configured for performing such method, a communication sequence demodulating device and a detection sequence backprojection demodulating device.
It is known in the art to employ radar technology in exterior automotive applications, such as driver assistance systems, for providing improved safety by facilitating an optimized reaction of a driver of a vehicle with appropriate warnings, such as vulnerable road user detection systems, lane change assist systems or blind spot monitoring systems, or even by automatically taking over control of the vehicle, for instance in collision mitigation systems. The most common exterior automotive rated devices operate at radar carrier frequencies in regimes about 24 GHz or about 77 GHz.
A typical scenario is illustrated in
Moreover, there is an upcoming desire to furnish vehicles with automatic communication systems, serving the purpose of avoiding accidents and thus potential injuries. In
A fast and reliable communication could be based on electromagnetic waves, which are already generated by on-board radar systems, however, those usually are primarily designed for detection of obstacles and traffic participants, and not for communication purposes in the first place. Consequently, radar systems that also enable communication are held to require a huge amount of technical effort.
For instance, in the article by Shrawan C. Surender and Ram M. Narayanan, “UWB Noise-OFDM Netted Radar: Physical Layer Design and Analysis”, IEEE Transactions on Aerospace and Electronic Systems, vol. 47, no. 2, April 2011, pp. 1380-1400, a scheme is proposed to modify an ultra-wideband (UWB) noise radar in order to supplement it with secure multi-user network communication capabilities. UWB noise radar achieves high-resolution imaging of targets and terrain. The wide bandwidth yields fine range resolution, while the noise waveform provides immunity from detection, interference, and interception. Having multiple noise radars networked with each other provides significant benefits in target detection and recognition. The salient features of the proposed UWB noise-orthogonal frequency-division multiplexing (OFDM) multi-functional netted radar system include surveillance with embedded security-enabled OFDM-based communications, multi-user capability, and physical layer security.
In the relevant article, a single waveform has been designed by dividing the available bandwidth into three sections, wherein communication information is embedded in the center of a spectrum and two side bands are allocated for radar. The effect of communication data on target range estimation has been investigated, but the influence of the Doppler shift is not considered.
In the article by A. Hassanien, M. G. Amin, Y. D. Zhang and F. Ahmad, “Dual-Function Radar-Communications: Information Embedding Using Sidelobe Control and Waveform Diversity,” IEEE Transactions on Signal Processing, vol. 64, no. 8, Apr. 15, 2016, pp. 2168-2181, a technique for a dual-function system with joint radar and communication platforms is described. Sidelobe control of the transmit beamforming in tandem with waveform diversity enables communication links using the same pulse radar spectrum. Multiple simultaneously transmitted orthogonal waveforms are used for embedding a sequence of LB bits during each radar pulse. Two weight vectors are designed to achieve two transmit spatial power distribution patterns, which have the same main radar beam, but differ in sidelobe levels towards the intended communication receivers. Communication information is transmitted by controlling side-lobe levels of beam-pattern at fixed points in an angular space. The receiver interpretation of the bit is based on its radiated beam. The proposed technique allows information delivery to single or multiple communication directions outside the main lobe of the radar. It is shown that the communication process is inherently secure against intercept from directions other than the pre-assigned communication directions. The employed waveform diversity scheme supports a multiple-input multiple-output radar operation mode.
It is noted that stationary targets are a prerequisite of the proposed method, and a drawback is that the radar system will lose the target if it moves outside that certain angular space.
In order to eliminate this drawback, the same authors propose in the article “Phase-modulation based dual-function radar communications”, Institution of Engineering and Technology (IET) Radar Sonar Navig., vol. 10, no. 8, pp. 1411-1421, to design a bank of transmit beamforming weight vectors such that they form the same transmit power radiation patterns, whereas the phase associated with each transmit beam towards the intended communication directions belongs to a certain phase constellation. During each radar pulse, a binary sequence is mapped into one point of the constellation which, in turn, is embedded into the radar emission by selecting the transmit weight vectors associated with that constellation point. The communication receiver detects the phase of the received signal and uses it to decode the embedded binary sequence. The proposed technique allows information delivery to the intended communication receiver regardless of whether it is located in the sidelobe region or within the main radar beam. Three signaling strategies are proposed which can be used to achieve coherent communications, non-coherent communications, and non-coherent broadcasting, respectively.
It is therefore desirable to provide an operation method and an improved automotive radar system that enable radar detection and communication with other traffic participants with reduced hardware effort and in a more robust manner.
In one aspect of the present invention, the object is achieved by a method of orthogonal modulation of radar waves of a phase-modulated continuous wave (PMCW) radar system by a sequence of numerical communication symbols.
The method comprises steps of:
The method is characterized by the following steps of
In phase-modulated continuous wave (PMCW) radar system, phase-modulation sequences s are used with members that are located in the complex unit circle ={z∈∥z∥=1}, and thus are selected from a set S of all roots of unity
The simplest case is a bi-phase modulation with n=2, wherein the sequence jumps between two phases of 0° and 180°. In general, the phase-modulation sequence s operates in values zi∈i=1, . . . , n.
Further, in PMCW radar systems, an outer coding is applied to the phase-modulation sequence. One example of the outer coding that is used in multi-transmitter PMCW radar systems is the Hadamard coding, which means that a detection sequence s is generated by multiplying the phase-modulation sequence with values Hij, i=1,2, . . . , N, when sent from transmitter j∈{1, . . . , L}. The resulting outer coded detection sequences has values in the set P:={Hijsk:i=1, . . . N, k=1, . . . , n}⊂ for a fixed transmitter j∈ {1, . . . , L}. Obviously, P⊂S.
This set is finite, meaning that the space between the individual phases can be used for communication without disturbing the detection sequence s with outer coding.
This is illustrated in the example shown in
The resulting detection sequence members have values only on the real axis, and especially consist of the set {−1,1}. This means that a whole complex half circle (positive or negative real part) could be used for orthogonal communication coding Γ.
Preferably, a communication range C in the complex number plane is selected as (3)
For the bi-phase example given above, n equals 2, which means that the communication range C lies in an angular range between −90° and +90°, which is visualized in
In case of a multi-phased phase-modulation sequence with n=4, i.e. detection sequence members of (+1, +i, −1,−i), a selected communication range C is shown in
The special waveform design disclosed herein leads to specific properties, which can be exploited. Firstly, the resulting, sent out sequence (as a multiplication of the phase-modulation sequence, outer coding H and mapped communication sequence c), leads to phase values that are spread over the whole complex unit circle, =S·C. For instance, a chip sk, multiplied with a communication phase vector sk Γ(ci) would be reflected at the origin via getting multiplied with −1 from the outer coding. This means that the resulting, sent out sequence is realized in the whole complex unit circle and not in only P, S or C.
The larger the set S that corresponds to the selected phase-modulation sequence, the smaller the set C has to be chosen. Nevertheless, set C is infinite. This means that in principle a maximum number T within the communication symbols is not restricted, but the larger T the less robust the radar system becomes to phase errors and undesired shifts.
With the knowledge that communication and detection coding are orthogonal it is possible for the communication partner to encode the communication signal although there is no a priori information available about the sent detection sequence (even with outer coding).
Preferably, the equidistant bi-phased or multi-phased phase-modulation sequence is selected from a group comprising, without being limited to, m-sequence, Zadoff-Chu sequence, Legendre sequence or Almost Perfect Autocorrelation Sequence or any other sequence on finite sets. In this way, phase-modulation sequences with well-known properties can readily be provided according to the desired application. It will be noted that the above group is not exhaustive but that the present invention works in principle for all sequences on finite sets.
In preferred embodiments, the PMCW radar system is configured to work in a multiple-input and multiple-output (MIMO) configuration, and the step of generating a detection sequence s includes applying a Hadamard matrix.
The phrases “configured to” and “configured for”, as used in this application, shall in particular be understood as being specifically programmed, laid out, furnished or arranged.
An exemplary scheme of the orthogonal modulation by a communication sequence c in addition to the outer coding H, which for a MIMO configured radar system with four transceiver antenna units is given by the 4×4-Hadamard matrix described in (2), is illustrated for the fourth transceiver antenna unit in
In a possible embodiment, the communication sequence c comprises a plurality of e.g. four to twenty members. In this way, a favorable compromise between a sufficient and reliable coding and a robustness of the coding with respect to phase errors and undesired shifts can be accomplished. It will however be noted that sequences with much more or less members are possible.
In preferred embodiments of the method, the injective mapping function can be expressed as (4):
wherein c denotes the value of a member of the communication sequence c (c: →{1,2, . . . , T} with T∈), n denotes the maximum possible number of different roots of unity for the members of the equidistant bi-phased or multi-phased phase-modulation sequence (n∈ is the number of phases in S, n:=|S|), and T denotes the maximum value of the members of the communication sequence c.
In this way, an effective injective mapping function Γ for mapping the communication sequence c into the communication range C can conveniently be provided:
In another aspect of the invention, a method of demodulating phase-modulated continuous radar waves that are orthogonally modulated by a sequence of numerical communication symbols by the method disclosed herein is provided. The phase-modulated continuous radar waves to be demodulated are directly received.
The demodulating method includes steps of:
wherein n denotes the maximum possible number of different roots of unity for the members of the equidistant bi-phased or multi-phased phase-modulation, {tilde over (c)} is an image of a member of the communication sequence (c) in the communication range (C), and χC
With the knowledge that communication sequence coding and detection sequence coding are orthogonal it is possible for the communication partner to decode the communication signal although there is no information about the sent detection sequence (even with outer coding).
This can be performed by applying the communication backprojection function Ω for backprojection of the received sequence to the communication range C.
The complex unit circle ={z∈∥z∥=1} can be separated into subsets
for k=0, . . . , n−1 such that =∪k=0n−1Ck.
Obviously, C=C0.
The communication backprojection function Ω(c)
is not injective, but it maps all communication sequence members, which are spread all over the complex unit circle back to the communication range C where the communication sequence members can be extracted via the inverted injective mapping function Γ.
In this way, an effective communication backprojection function Ω for mapping the communication sequence c of the directly received phase-modulated continuous radar waves into the communication range C can conveniently be provided.
This is illustrated in
and
to me same vector
In another aspect of the invention, a communication sequence demodulating device is provided that comprises a radar wave receiving unit that is configured for directly receiving phase-modulated continuous radar waves, and a radar signal processing unit that is configured for carrying out the above described method of demodulating phase-modulated continuous radar waves that are directly received.
In a further aspect of the invention, a method of demodulating phase-modulated continuous radar waves that are orthogonally modulated by a sequence of numerical communication symbols by the method disclosed herein is provided for the case that the phase-modulated continuous radar waves to be demodulated are received after having been reflected by a target.
The demodulating method includes steps of:
wherein n denotes the maximum possible number of different roots of unity for the members of the equidistant bi-phased or multi-phased phase-modulation, {tilde over (c)} is an image of a member of the communication sequence (c) in the communication range (C), and χC
In this way, the orthogonal modulation by the communication sequence c, which is of no relevance to the ego radar system as it is a priori known to the radar wave transmitting system, can be eliminated in preparation of a following radar signal processing.
In this way, an effective detection sequence backprojection function Δ for projecting all phases lying in a specific subset of the complex unit circle onto a specific complex root of unity that lies within the specific subset can conveniently be provided.
This is illustrated in
via the detection sequence backprojection function Δ.
PMCW radar signal processing methods are known in large variety to those skilled in the art, and are described, for instance, in the published thesis by Óscar Faus García, “Signal Processing for mmWave MIMO Radar”, Gävle University College, Sweden, 2015. In principle, any PMCW radar signal processing method that appears suitable to those skilled in the art may be applied.
In yet another aspect of the invention, a detection sequence backprojection demodulating device is provided that comprises a radar wave receiving unit that is configured for receiving phase-modulated continuous radar waves that have been reflected by a target, and a radar signal processing unit that is configured for carrying out the above described method of demodulating phase-modulated continuous radar waves that have been reflected by a target.
In yet another aspect of the invention, an automotive PMCW radar system is provided. The automotive PMCW radar system comprises:
Preferably, the radar wave transmitting unit comprises a plurality of at least two transceiver antenna units, which are configured to work in a MIMO configuration. In MIMO configurations with a plurality of transceiver antenna units, each transceiver antenna unit is understood to be able to transmit radar waves in an independent manner that represent mutually orthogonal codes. Each transceiver antenna unit is further understood to be able to receive radar waves that have been transmitted by itself and any of the other transceiver antenna units and that have been reflected by an object without any cross talk disturbance. MIMO radar configurations provide benefits regarding enlarged size of virtual aperture, improved spatial resolution and less sensitivity to interference signals, as is well known in the art.
The term “automotive”, as used in this application, shall particularly be understood to encompass an application for a vehicle such as, but not limited to, passenger cars, trucks and buses.
The benefits described in context with the disclosed methods of orthogonal modulation and demodulation of phase-modulated continuous radar waves applied to the disclosed automotive PMCW radar system to the full extent.
These and other aspects of the invention will be apparent from and elucidated with reference to the embodiments described hereinafter.
It shall be pointed out that the features and measures detailed individually in the preceding description can be combined with one another in any technically meaningful manner and show further embodiments of the invention. The description characterizes and specifies the invention in particular in connection with the figures.
Further details and advantages of the present invention will be apparent from the following detailed description of not limiting embodiments with reference to the attached drawing, wherein:
The radar wave transmitting unit 12 is configured to orthogonal modulate phase-modulated continuous radar waves by a sequence of numerical communication symbols, and to transmit the orthogonal modulated radar waves towards the scene in front of the vehicle 18 shown in
In a first step 32 of the method (
In another step 34 of the method, a bi-phased phase-modulation sequence is selected to be
In the next step 36 of the method, a detection sequence s is generated by applying an outer coding to the bi-phased phase-modulation sequence, which in this specific embodiment is given by the fourth row of the 4×4 Hadamard matrix H=[1−1−11].
Then, in another step 38 of the method, a communication range C in the complex number plane is selected, based on the selected equidistant bi-phased phase-modulation, to be the section of the complex unit circle between angles of
and
A communication sequence c is generated in another step 40, comprising a plurality of 18 sequence members, which are natural numbers:
The communication sequence c is filled up with zeros to match an integral multiple of the fourth row of the 4×4 Hadamard matrix H. The detection sequence s (mixed with H) and the communication sequence c are illustrated in
In the next step 42 of the method (
Further, a numerical product of members of the detection sequence s (mixed with H) with members of the image of the mapped communication sequence c is calculated in another step 44. Then, the continuous wave of the radar system 10 is phase-modulated according to the calculated numerical products in another step 46. In the next step 48, the phase-modulated continuous radar wave is transmitted towards the scene.
The resulting transmitted phase-modulations after mixing the detection sequence s (mixed with H) with the mapped communication sequence c is illustrated in
Referring again to
The resulting sequence after applying the communication backprojection function Ω and applying the inverse function of the injective mapping function Γ to the images of the mapped numerical communication symbols in the communication range C in another step 52 (
The orthogonal modulation of the phase-modulated continuous radar waves by the communication sequence c is of no relevance to the ego radar system 10. Rather, the ego radar system 10 serves to resolve the detection sequences (mixed with H).
In the detection sequence backprojection demodulating device 16 of the Ego radar system 10 (
After a step 56 (
Although in this specific embodiment the ego radar system 10 installed in vehicle 18 and the radar system 10 installed in vehicle 20 are identically designed, it will be readily acknowledged by those skilled in the art that the desired communication, even if only one-way, can also take place if vehicle 20 is equipped only with a communication sequence demodulating device as disclosed herein, and is not furnished with a radar wave transmitting unit or a detection sequence backprojection demodulating device.
While the invention has been illustrated and described in detail in the drawings and foregoing description, such illustration and description are to be considered illustrative or exemplary and not restrictive; the invention is not limited to the disclosed embodiments.
Other variations to be disclosed embodiments can be understood and effected by those skilled in the art in practicing the claimed invention, from a study of the drawings, the disclosure, and the appended claims. In the claims, the word “comprising” does not exclude other elements or steps, and the indefinite article “a” or “an” does not exclude a plurality, which is meant to express a quantity of at least two. The mere fact that certain measures are recited in mutually different dependent claims does not indicate that a combination of these measures cannot be used to advantage. Any reference signs in the claims should not be construed as limiting scope.
Number | Date | Country | Kind |
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100243 | May 2017 | LU | national |
Filing Document | Filing Date | Country | Kind |
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PCT/EP2018/062078 | 5/9/2018 | WO | 00 |
Publishing Document | Publishing Date | Country | Kind |
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WO2018/206681 | 11/15/2018 | WO | A |
Number | Name | Date | Kind |
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4733238 | Fiden | Mar 1988 | A |
20110243266 | Roh | Oct 2011 | A1 |
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20200209347 A1 | Jul 2020 | US |