LU100774B1 - Method for Joint Radar-Communication - Google Patents
Method for Joint Radar-Communication Download PDFInfo
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- LU100774B1 LU100774B1 LU100774A LU100774A LU100774B1 LU 100774 B1 LU100774 B1 LU 100774B1 LU 100774 A LU100774 A LU 100774A LU 100774 A LU100774 A LU 100774A LU 100774 B1 LU100774 B1 LU 100774B1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/93—Radar or analogous systems specially adapted for specific applications for anti-collision purposes
- G01S13/931—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/003—Bistatic radar systems; Multistatic radar systems
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S13/06—Systems determining position data of a target
- G01S13/08—Systems for measuring distance only
- G01S13/32—Systems for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated
- G01S13/325—Systems for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated using transmission of coded signals, e.g. P.S.K. signals
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/87—Combinations of radar systems, e.g. primary radar and secondary radar
- G01S13/878—Combination of several spaced transmitters or receivers of known location for determining the position of a transponder or a reflector
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/003—Transmission of data between radar, sonar or lidar systems and remote stations
- G01S7/006—Transmission of data between radar, sonar or lidar systems and remote stations using shared front-end circuitry, e.g. antennas
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/18—Phase-modulated carrier systems, i.e. using phase-shift keying
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/18—Phase-modulated carrier systems, i.e. using phase-shift keying
- H04L27/20—Modulator circuits; Transmitter circuits
- H04L27/2003—Modulator circuits; Transmitter circuits for continuous phase modulation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/0001—Arrangements for dividing the transmission path
- H04L5/0003—Two-dimensional division
- H04L5/0005—Time-frequency
- H04L5/0007—Time-frequency the frequencies being orthogonal, e.g. OFDM(A), DMT
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S13/06—Systems determining position data of a target
- G01S13/42—Simultaneous measurement of distance and other co-ordinates
- G01S13/44—Monopulse radar, i.e. simultaneous lobing
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S13/50—Systems of measurement based on relative movement of target
- G01S13/58—Velocity or trajectory determination systems; Sense-of-movement determination systems
- G01S13/583—Velocity or trajectory determination systems; Sense-of-movement determination systems using transmission of continuous unmodulated waves, amplitude-, frequency-, or phase-modulated waves and based upon the Doppler effect resulting from movement of targets
- G01S13/584—Velocity or trajectory determination systems; Sense-of-movement determination systems using transmission of continuous unmodulated waves, amplitude-, frequency-, or phase-modulated waves and based upon the Doppler effect resulting from movement of targets adapted for simultaneous range and velocity measurements
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/02—Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
- G01S2013/0236—Special technical features
- G01S2013/0245—Radar with phased array antenna
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/93—Radar or analogous systems specially adapted for specific applications for anti-collision purposes
- G01S13/931—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
- G01S2013/9316—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles combined with communication equipment with other vehicles or with base stations
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
- G01S13/88—Radar or analogous systems specially adapted for specific applications
- G01S13/93—Radar or analogous systems specially adapted for specific applications for anti-collision purposes
- G01S13/931—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
- G01S2013/932—Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles using own vehicle data, e.g. ground speed, steering wheel direction
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
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- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Signal Processing (AREA)
- Electromagnetism (AREA)
- Radar Systems Or Details Thereof (AREA)
Abstract
The invention relates to a method for joint radar communication, comprising: a transmitter (11) transmitting a radar signal (S), which signal (S) has a phase- modulated continuous waveform and comprises information encoded by phase modulation, a receiver (14), spaced from the transmitter (11), receiving the signal (S), and the receiver (14) detecting the information from the received signal (S). In order to provide an efficient concept for joint radar-communication, the invention provides that the signal (S) is a multi-carrier signal having a plurality of carrier frequencies and the information is encoded onto each carrier frequency.
Description
Method for Joint Radar-Communication
Technical field [0001] The invention relates to a method for joint radar-communication and to a system for joint radar-communication.
Background of the Invention [0002] One aspect of modern automotive systems that is becoming increasingly important is so-called vehicle-to-everything (V2X) communication, which refers to information exchange between a vehicle and any entity that may affect the vehicle. In general, this may include more specific types of communication like V2I (Vehicle-to-lnfrastructure), V2V (Vehicle-to-vehicle), V2P (Vehicle-to-Pedestrian), V2D (Vehicle-to-device) and V2G (Vehicle-to-grid). V2X systems rely on collaborative communications to achieve a real-time high data rate communication for sharing the data in automotive applications like blind spot detection, lane change, emergency and warning signals, traffic light advisories, parking assistance, cruise control, to access to vehicular wireless networks.
[0003] Transportation safety can be further enhanced by combining both radar and V2X communication technologies to provide hybrid processing in the sense of enhancing the reliability of communication and leveraging communications for the benefit of sensing. However, this aspect is made non-trivial by spectrum shortage motivating the systems to co-exist. Automotive radar implementations in the mmWave band (79 GHz) is being increasingly considered for the high bandwidths offered. While the radar systems and technology is maturing in mmWave bands, the reuse of radar spectrum for low latency, limited throughput and safety critical communication has started to receive attention of late. In this context, a joint radar-communication (JRC) system has been proposed where the platform performs sensing and communication operations. The major challenge in JRC waveform design is the lack of degrees of freedom (DoF), due to the need to estimate communication symbols in addition to the radar parameters.
[0004] B. Li and A. P. Petropulu, "Joint Transmit Designs for Coexistence of ΜΙΜΟ Wireless Communications and Sparse Sensing Radars in Clutter" in IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 6, pp. 2846-2864,
Dec. 2017, discloses a cooperative scheme for the coexistence of communication and collocated ΜΙΜΟ radar systems. The communication rate, power constraint and radar estimate error are considered as performance metrics. In order to maximize the radar SINR, the radar precoder, subsampling scheme, and the communication covariance matrix have been designed jointly to meet these certain performance metrics. However, this concept requires the solution of an optimization problem on symbol level or at least in each coherent processing interval (CPI) which results in a high complex transmit processing.
[0005] Y. Zhang, Q. Li, L. Huang and J. Song, "Waveform design for joint radar-communication system with multi-user based on ΜΙΜΟ radar", IEEE Radar Conference (RadarConf), Seattle, WA, 2017, discusses a multi-carrier quasi-orthogonal (linear frequency modulation-continuous phase modulation) LFM-CPM waveform, wherein each subcarrier is transmitted by one antenna of a ΜΙΜΟ radar. It is shown that the spectral efficiency of this waveform is higher than in a LFM waveform due to using CPM, and the bit error rate (BER) performance is guaranteed.
[0006] S. H. Dokhanchi, M. R. Bhavani Shankar, Y. A. Nijsure, T. Stifter, S. Sedighi and B. Ottersten, "Joint Automotive Radar-Communications Waveform Design", presented at IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Montreal, QC, Canada, October 2017, discloses a JRC waveform that allows exploiting the existing structure of phase-modulated continuous waveform (PMCW) to support the additional functionality of data transmission. Each symbol is modulated by a PMCW code sequence.
[0007] Another automotive JRC waveform is disclosed in S. H. Dokhanchi, M. R. Bhavani Shankar, T. Stifter, and B. Ottersten, "OFDM-based Automotive Joint Radar-Communication System", accepted to be presented at IEEE Radar Conference (RadarConf), Oklahoma, OK, 2018, where the system associates a part of orthogonal frequency-division multiple access (OFDMA) subcarriers for radar processing followed by other subcarriers enabling radar and communication functionalities.
[0008] In Y. Liu, G. Liao, J. Xu, Z. Yang and Y. Zhang, "Adaptive OFDM Integrated Radar and Communications Waveform Design Based on Information Theory," in IEEE Communications Letters, vol. 21, no. 10, pp. 2174-2177, Oct. 2017, an adaptive OFDM-JRC waveform design method is proposed. This concept is based on the solution of an optimization problem considering the conditional Ml for radar and data rate for communications with constraint on the total power. With low transmit power, this approach outperforms equal power allocation. However, prior knowledge about the sensing area is necessary.
[0009] In C. Sahin, J. Jakabosky, P. M. McCormick, J. G. Metcalf and S. D. Blunt, "A novel approach for embedding communication symbols into physical radar waveforms", in IEEE Radar Conference (RadarConf), Seattle, WA, 2017, a robust approach to embed information into radar emissions has been proposed while preserving constant envelope waveforms with good spectral containment. Therein, information sequences are implemented using continuous phase modulation (CPM) and phase-attached to a polyphase-coded frequency-modulated (PCFM) radar waveform.
[0010] A. R. Chiriyath, B. Paul and D. W. Bliss, "Radar-Communications Convergence: Coexistence, Cooperation, and Co-Design," in IEEE Trans, on Cognitive Commun. and Networking, vol. 3, no. 1, March 2017, discusses JRC information bounds and their accompanying weighted spectral efficiency measures. A new concept is introduced according to which communications rate bits and estimation rate bits do not have equal value.
Object of the invention [0011] It is thus an object of the present invention to provide an efficient concept for joint radar-communication.
[0012] This problem is solved by a method according to claim 1 and by a system according to claim 15.
General Description of the Invention [0013] The invention provides a method for joint radar-communication. "Joint radar-communication" or "joint radar and communication" in this context is to be understood as a concept where radar transmissions are not only used for detection and ranging, but also for communication, i.e. for transmitting information. The inventive method may especially, but not exclusively, be employed for automotive applications, where the respective information is transmitted and/or received by a car.
[0014] In a first step of the inventive method, a transmitter transmits a radar signal, which signal is a phase-modulated continuous waveform and comprises information encoded by phase modulation. The radar signal of course is an electromagnetic signal, the wavelength of which is not restricted within the scope of the invention. However, especially for automotive applications, the wavelength may be between 1 and 10 mm. The transmitter may in particular be installed in a car. Of course, the signal is transmitted by at least one transmitter antenna of the transmitter. It is understood that the transmitter may also encode the respective information before transmitting the radar signal. The radar signal, which of course can be used for detection and ranging, also comprises information which is encoded by phase modulation. The information is usually encoded as a sequence of symbols, which are binary-encoded by different phase angles. As the information is normally digital information, the phase modulation may also be referred to as phase-shift keying (PSK). It should further be noted that the signal may be transmitted by a single antenna, but that transmitting the signal by using multiple antennas has some advantages, such as angles of arrival estimation becomes easier, obtaining higher gain, etc.
[0015] In a second step, a receiver, spaced from the transmitter, receives the signal. In an automotive application, the receiver may also be installed in a car different from the car with the transmitter. The signal is received by at least one antenna of the receiver. In this context, receiving "the signal" is not to be construed in that the signal is unchanged between the transmitter and the receiver. Rather, the signal normally undergoes changes due to absorption, reflection, dispersion or other effects. After receiving the signal, the receiver detects the information from the received signal. Detecting the information may also be referred to as decoding or retrieving the information.
[0016] According to the invention, the signal is a multi-carrier signal having a plurality of carrier frequencies and the information is encoded onto each carrier frequency. In other words, the radar signal employs a certain bandwidth with a plurality of carrier frequencies, corresponding to subcarriers, each of which is used for encoding information. In other words, each of the carrier frequencies is phase modulated to encode information. The number of carrier frequencies is in general 2 or more, but may in particular be between 3 and 20 or between 5 and 10. Usually, the carrier frequencies are equally spaced, but this is not necessary for carrying out the invention. The signal used in the inventive method may be referred to as a multi-carrier phase-modulated continuous waveform (MC-PMCW). For many applications, e.g. for automotive radar and communication, there is only a certain bandwidth available. By employing a plurality of carrier frequencies, the available bandwidth can be leveraged to a greater extent. In other words, more information can be transmitted during a certain time interval. At the same time, as will be discussed further below, the detection and ranging functionalities of the radar signal are not negatively affected by the use of multiple carriers. Therefore, detection and communication can occur simultaneously with a single waveform so that there is no need for multiplexing.
[0017] In general, encoding the information by phase modulation may be performed in different ways. For instance, it is possible to use the phase itself for encoding the information. It is preferred, though, that the information is encoded by differential phase shift keying (DPSK) as by utilizing DPSK the method becomes more robust against any fixed phase changes that may happen to communication symbols. In other words, not the phase itself, but the change of the phase is used to encode the information. Encoding schemes like differential binary phase shift keying (DBPSK) or differential quadrature phase shift keying (DQPSK) may be used. Differential encoding is preferred since there is no need for any reference phase and phase differences are maintained even if the entire signal is phase-shifted and an unknown way between the transmitter and the receiver.
[0018] Although a single antenna may be used to transmit the signal, the signal is preferably transmitted by a plurality of transmitter antennas of the transmitter. The transmitter antennas may be disposed as a uniform linear array, which comprises e.g. between 2 and 20 or between 5 and 10 transmitter antennas. The plurality of antennas may e.g. be used for beamforming of the radar signal.
[0019] It is preferred that every carrier frequency is transmitted by every transmitter antenna. This means that every transmitter antenna is used for transmitting the same information. The radar signal transmitted by each transmitter antenna may essentially be the same, although a certain phase shift may be introduced between the antennas in order to direct the signal into a certain direction.
[0020] A single antenna may be used to receive the signal, but the signal is preferably received by a plurality of receiver antennas of the receiver. Like the transmitter antennas, the receiver antennas may be disposed as a uniform linear array, which comprises e.g. between 2 and 20 or between 5 and 10 transmitter antennas. It is understood that if a plurality of transmitter antennas is employed, every receiver antenna normally receives a signal from every transmitter antenna.
[0021] One important function of the radar signal is of course detection and ranging. Therefore, the signal is preferably reflected by at least one target and at least one target-related parameter is estimated based on the received signal. Here and in the following, "estimated" means "determined" or "calculated" while it is understood that several factors may influence the accuracy of the calculation. Such factors may be approximations in the mathematical model used, numerical inaccuracies, noise etc. A target may be any object by which the radar signal can be reflected, i.e. for automotive applications another vehicle, a pedestrian, a stationary object or the like. The at least one target-related parameter may be related to a position of the target and/or a velocity of the target. It is understood that position and velocity normally can only be detected relative to the transmitter or the receiver, respectively.
[0022] Preferably at least one bistatic range is estimated for each target. The bistatic range is the sum of the distance (or range) from the transmitter to the target and the distance from the target to the receiver. More specifically, it may be sum of the distance from the transmitter (or a transmitter antenna of the transmitter, respectively) to the target and the distance from the target to a receiver antenna of the receiver. If there is a plurality of receiver antennas, a bistatic range can be estimated for each receiver antenna.
[0023] According to one embodiment, which will be explained by way of example further below, the information is detected based on the at least one bistatic range. In other words, the estimated value for the at least one bistatic range is used in detecting the information. One might also see that information detection depends on the estimated bistatic range.
[0024] For each target, the at least one bistatic range can be re-estimated based on the detected information. In other words, the initially estimated value for the at least one bistatic range is regarded as a first estimation with an unknown accuracy. Once the information is detected, this result can be used to re-estimate the at least one bistatic range, thereby obtaining a second, possibly more accurate estimation. The second estimation may be used as the final result or it may be combined with the first estimation, by some kind of (possibly weighted) averaging.
[0025] Furthermore, for each target, at least one bistatic Doppler shift can be estimated based on the detected information. The bistatic Doppler shift is the sum of the Doppler shift from the transmitter to the target and the Doppler shift from the target to the receiver. Since these two individual Doppler shifts may have opposite signs, the absolute value of the bistatic Doppler shift may be smaller than each of the individual absolute values. It is understood that each individual Doppler shift is directly related to a radial velocity of the target in relation to the transmitter or the receiver, respectively. More specifically, the bistatic Doppler shift may be sum of the Doppler shift from the transmitter (or a transmitter antenna of the transmitter, respectively) to the target and the Doppler shift from the target to a receiver antenna of the receiver. If there is a plurality of receiver antennas, a bistatic Doppler shift can be estimated for each receiver antenna.
[0026] Preferably, for each target, at least one angle of arrival is estimated. This angle of arrival of course refers to the direction of the target with respect to the receiver, or, more specifically, with respect to a receiver antenna of the receiver. If there is a plurality of receiver antennas, an angle of arrival can be estimated for each receiver antenna.
[0027] If the receiver comprises a plurality of receiver antennas, it is normally not necessary to know a certain quantity (bistatic range, bistatic Doppler shift or angle of arrival) with respect to a specific receiver antenna. This is mostly because the receiver antennas are relatively close together in comparison to the typical distances between the transmitter and the receiver or a target, respectively. For automotive applications, for instance, the receiver antennas are normally disposed within considerably less than 1 m of each other, while the distance to a target (another vehicle, a pedestrian or the like) or to the transmitter (e.g. in another vehicle) is typically several meters or several tens of meters. If different values for a certain quantity are estimated for each individual receiver antenna, these could theoretically be combined using triangulation methods. However, this is normally not necessary or not efficient to improve the accuracy of any estimations. Rather, it is preferred that least one quantity is estimated by averaging over all receiver antennas. This means that a value (or an estimation) for the respective quantity is obtained for each receiver antenna and the average of these values is used as an estimate for the quantity. Here and in the following, averaging normally refers to the arithmetic mean.
[0028] In some cases, e.g. when estimating the bistatic Doppler shift, the quantity may also be estimated by averaging over the transmitter antennas.
[0029] As mentioned above, the information may comprise a plurality of symbols. In this case, at least one quantity can be estimated by averaging over all detected symbols. In other words, the quantity is determined for each detected symbol and afterwards the average over all symbols is taken. The respective quantity may in particular be the bistatic range and/or the angle of arrival. This averaging may be combined with the above-mentioned averaging over all receiver antennas.
[0030] The above-mentioned quantities may be determined for each carrier frequency (i.e. each subcarrier) individually. At least one quantity is estimated by averaging over all carrier frequencies (or subcarriers). This is based on the assumption that quantities like the bistatic range, the angle of arrival or the bistatic Doppler shift should be independent of the carrier frequency.
[0031] The invention also provides a system for joint radar communication, comprising a transmitter adapted to transmit a radar signal, which signal has a phase-modulated continuous waveform and comprises information encoded by phase modulation, and a receiver adapted to, when spaced from the transmitter, receive the signal and detect the information from the received signal, wherein the signal is a multi-carrier signal having a plurality of carrier frequencies and the information is encoded onto each carrier frequency.
[0032] These terms have been already explained above with respect to the inventive method and therefore will not be explained again. The transmitter may comprise a signal generation unit which is adapted to encode the information and to control transmission of the signal. The transceiver may comprise a signal evaluation unit which is adapted to detect the information and, optionally, estimate at least one target-related quantity.
[0033] Preferred embodiments of the inventive system correspond to those of the inventive method.
Brief Description of the Drawings [0034] 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:
Fig. 1 is a schematic view of road with several cars illustrating an application of the inventive method; and
Fig. 2 is a schematic view of an inventive system.
Description of Preferred Embodiments [0035] The inventive method and the inventive system will now be described with respect to figs. 1 and 2, wherein fig. 1 shows a road 1 with several cars 2-7. A first car 2 and a second car 3 are moving in the same lane with a third car 4 in between, thereby blocking a line of sight between the first car 2 and the second car 3. A fourth and fifth car 5, 6 are moving in a neighboring lane. The first and second car 2, 3 comprise a transmitter 11 and a receiver 14, respectively, which are part of a inventive system 10 for joint radar-communication, which is shown in fig. 2. The illustration in fig. 2 is greatly simplified. The transmitter 11 comprises a signal generation unit 12 coupled to Nt transmitter antennas 13, which are arranged in a uniform linear array (ULA). The number Nt can be chosen variably, e.g. between 2 and 10. The signal generation unit 12 is configured to generate a radar signal S, which is transmitted by the transmitter antennas 13. As will be discussed below, information is encoded onto the signal S by way of phase-modulation. The receiver 14 comprises Nr receiver antennas 15, which are coupled to a signal evaluation unit 16. When the signal S from the transmitter 11 is received by the receiver antennas 15, the signal evaluation unit 16 is adapted to detect the information encoded therein and to estimate (or determine) several quantities which will be discussed below.
[0036] In the scenario shown in Figure 1, the first car 2 attempts to communicate with the second car 3. Apart from communication, the second car 3 should be able to leverage the reflections of the radar signal S by the third car 4 and the fourth car 5, which can be referred to as targets, to estimate target-related quantities,
and
are transmit-target and target-receiver ranges of target q, respectively.
The
is angle of departure,
and
are angles of arrival (AoA). By the information encoded in the radar signal S, the first car 2 may convey its location and velocity information along with its own sensing data, so that the second car 3 can estimate range and velocity of targets. As an approximation, the third and fourth car 4, 5 can be considered as point targets, thus being defined by a nonfluctuating radar cross section (RCS), bistatic range (i.e. the distance
from the transmitter 11 to the target 4, 5 plus the distance
from the target 4, 5 to the receiver 14), bistatic Doppler shift (i.e. the Doppler shift from the transmitter 11 to the target 4, 5 plus the Doppler shift from the target 4, 5 to the receiver 14) and angle of arrival
of a signal reflected by the respective target 4, 5. The receiver 14, or rather the signal evaluation unit 16, is adapted to recover bistatic range, AoA, bistatic Doppler shift, and the encoded information together. In the context of this example, Doppler shifts and flight time for the paths are assumed to be fixed over the coherent processing interval (CPI).
[0037] In the following, lowercase and uppercase denote vectors and matrices, respectively.
denote the transpose, conjugate and Hermitian (conjugate transpose), respectively. The I„ represents the identity matrix of size n,
\snxm all-zero matrix. s(t) = u(t) -u(t- tc) , where u(t) is step function. The symbols
and
stand for element-wise Hadamard and Kronecker products, respectively.
denotes a N xM matrix, || v II stands for
Frobenius norm i.e.
is mth element of vector c, and [C]m is mth column of matrix C.
[0038] The radar signal S transmitted by the transmitter 11 is a multi-carrier phase-modulated continuous waveform (MC-PMCW). The MC-PMCW for the CPI involves transmission of a PMCW code i.e.
modulated by a communication symbol on Nc different subcarriers (i.e. carrier frequencies that are spread about a
bandwidth B). More specifically, each symbol is modulated onto the different subcarriers by differential phase shift keying (DPSK). tbis the transmission time of one symbol (also referred to as slow-time) and tc is the chip time (also referred to as fast-time), is a communication DPSK symbol on nth subcarrier of mth MC-PMCW symbol, since the DPSK is robust against the constant phase terms. The waveform transmitted by the z'-th transmitter antenna 13 on the n-th subcarrier can be written as
where the information in anrn is the phase modulation, i.e.
Nc is the number of subcarriers,
represents uniform intervals for frequency division, B is the total bandwidth,
is wave number, λ is wavelength, fc is carrier frequency. L is length of the code sequence, and is angle of departure.
[0039] The transmitted waveform of Eq. (1) can be represented in matrix form as
where
contains communication symbols,
is code sequence anc
[0040] After superposition of the reflected signals from Q targets (e.g. the third car 4 and the fourth car 5), the received signal at receiver antenna p takes the form
[0041] where
models both the effects of propagation loss and cross section of gth target, and
where
are the relative radial velocity components of transmitter-target and target-receiver for <?th target, respectively.
are the signal flight time of transmit-target and target-receiver paths for gth target, respectively. qp(t) is circular complex Gaussian noise.
[0042] Since
one can approximate,
and
where
denotes the bistatic Doppler shift due to presence of target q.
Downconverting Eq. (3) to baseband, for each antenna p and subcarrier n we get
[0043] Sampling yp>n(t) at intervals of
one can rewrite Eq. (5) as
[0044] Suppose
is a bistatic range. For values that are realistic for automotive applications one can approximate
for all I. This leads to a simplification of as
[0045] One can collect all of the samples in space (spatial samples collected by antennas), frequency (frequency samples are in different carriers) and slow-time (slow-time means sampling at the period of a code, tb) into vectors cq, bq, and eq, respectively, where these vectors are
containing angles,
gathering range induced phases, and
collecting Doppler shifts, so thatcan be written in matrix form as
where Pk is a cyclic permutation matrix which is defined for an integer shift of k as
where k e {0,..., L - 1} is determined by the range of the target q.
[0046] The signal evaluation unit 16 of the receiver 14 processes the received signal according to several steps, which are described in detail below. First, the bistatic range is estimated, then the estimates for the bistatic range are used to detect the information, i.e. the data symbols. The bistatic range can then be re-estimated based on the detected information. Also, the bistatic Doppler shift is estimated based on the detected information. Finally, the angle of arrival is estimated. It is understood that for performing the estimation and detection processes described below, the signal evaluation unit 16 may at least partially be software-implemented.
[0047] For notational convenience, noise is omitted in the following. We select the block of L elements in mth symbol time from matrix Yp as
where m = 0, ...,M - 1. Now, for range estimation, the received signal is correlated with our previuos known code sequences, and for each value of m, we get the estimated range values.
[0048] The bistatic range for the qth target for the mth symbol at the pth receiver antenna, denoted as
obtained as
where k e [0,L- 1] is the fcth maxima of
where
The index
denotes that this is the first estimate for the bistatic range. Considering the fact that the code sequences are orthogonal, the following property holds:
It should be noted in this context, that there are ‘m’ symbols corresponding to ‘m’ pulses, so that one can use symbols interchangeably with pulses.
[0049] Q bistatic ranges are obtained by averaging over all receiver antennas 15 and all range estimates obtained from Eq. (8), which results in
[0050] To detect the communication symbols, the estimate values Ak from (8) can be used to calculate TpmAk. Also, the range estimates of Eq. (10) can be used to reconstruct bQ, after which the communication symbols can be detected from
consequently, the DPSK symbols [A]mcan be demodulated from Eq. (11). Demodulation of DPSK symbols in this context means to map the corresponding complex waveform to its appropriate binary bits. We improve the range estimate by
[0051] The range for the gth target for the mth symbol at pth receiver antenna, denoted as
calculated as
where k e [0,Nc - 1] is fcth maxima of
where
Then, similar to Eq. (10), the average over all receiver antennas 15 and over all symbols from Eq. (12) is taken to get
with the index
"2" denoting that this is our second estimate. Finally, the average over Rq t and Rq2 can be taken to improve the estimate.
[0052] The 4D-tensor of Eq. (6) can be expressed as slices in different domains, each slice taking a matrix form. In order to retrieve the bistatic Doppler shifts in slow-time, the data tensor can be reordered by fixing the other dimensions i.e., subcarriers, antennas and fast-time samples. A data hypercube slice for a fixed subcarrier n and antenna p can be expressed as
and one can define
where A is the communication symbols estimated from (11). The bistatic Doppler shift for the qth target for the nth subcarrier at pth receiver antenna, denoted as
obtained as
where fee [0,M-l] is fcth maxima of
where
Finally, the signal evaluation unit 16 can calculate the bistatic Doppler shifts as
[0053] By reshaping equation Eq. (6), defining
and looking at the nth sub-carrier at the mth symbol, one obtains
[0054] The Zth column of matrix Wnrncan be selected as Unml = [Wnm]z, I e [1, L]. The AoA of the qth target for the Zth sample of the mth symbol at the nth subcarrier, denoted as is obtained as where k e [0, Nr — 1] is
Zcth maxima of
where
. In order to improve the estimate, the average can be taken over all samples, symbols and subcarriers, i.e.,
[0055] As shown above, with the inventive method and system, which make use of multiple subcarriers in a phase-modulated continuous wave form, it is possible to effectively combine target detection and communication.
List of Reference Symbols 1 road 2-7 car 10 system 11 transmitter 12 signal generating unit 13 transmitter antenna 14 receiver 15 receiver antenna 16 signal evaluating unit
range
angle of departure
angle of arrival
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Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20140266857A1 (en) * | 2013-03-12 | 2014-09-18 | Physical Sciences, Inc. | Fusing Radar and Communications Data in a Bi-Static Passive RF Link |
US20160334501A1 (en) * | 2015-05-15 | 2016-11-17 | Maxlinear, Inc. | Dynamic ofdm symbol shaping for radar applications |
EP3165944A1 (en) * | 2015-11-04 | 2017-05-10 | Nxp B.V. | Embedded communication authentication |
US20170310758A1 (en) * | 2016-04-25 | 2017-10-26 | Uhnder, Inc. | Vehicle radar system with a shared radar and communication system |
KR101814486B1 (en) * | 2016-09-29 | 2018-01-05 | 재단법인대구경북과학기술원 | Automotive radar apparatus having radar and wireless communication function and method for adjusting resource using the same |
-
2018
- 2018-04-20 LU LU100774A patent/LU100774B1/en active IP Right Grant
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20140266857A1 (en) * | 2013-03-12 | 2014-09-18 | Physical Sciences, Inc. | Fusing Radar and Communications Data in a Bi-Static Passive RF Link |
US20160334501A1 (en) * | 2015-05-15 | 2016-11-17 | Maxlinear, Inc. | Dynamic ofdm symbol shaping for radar applications |
EP3165944A1 (en) * | 2015-11-04 | 2017-05-10 | Nxp B.V. | Embedded communication authentication |
US20170310758A1 (en) * | 2016-04-25 | 2017-10-26 | Uhnder, Inc. | Vehicle radar system with a shared radar and communication system |
KR101814486B1 (en) * | 2016-09-29 | 2018-01-05 | 재단법인대구경북과학기술원 | Automotive radar apparatus having radar and wireless communication function and method for adjusting resource using the same |
Non-Patent Citations (2)
Title |
---|
STURM C ET AL: "A multiple target doppler estimation algorithm for OFDM based intelligent radar systems", RADAR CONFERENCE (EURAD), 2010 EUROPEAN, IEEE, PISCATAWAY, NJ, USA, 30 September 2010 (2010-09-30), pages 73 - 76, XP031784535, ISBN: 978-1-4244-7234-5 * |
YOKE LEEN SIT ET AL: "Direction of arrival estimation using the MUSIC algorithm for a MIMO OFDM radar", RADAR CONFERENCE (RADAR), 2012 IEEE, IEEE, 7 May 2012 (2012-05-07), pages 226 - 229, XP032449458, ISBN: 978-1-4673-0656-0, DOI: 10.1109/RADAR.2012.6212141 * |
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