TY - JOUR
T1 - A Bandwidth Efficient Dual-Function Radar Communication System Based on a MIMO Radar Using OFDM Waveforms
AU - Xu, Zhaoyi
AU - Petropulu, Athina
N1 - Funding Information:
This work was supported by NSF under Grant ECCS-2033433.
Publisher Copyright:
© 1991-2012 IEEE.
PY - 2023
Y1 - 2023
N2 - A novel dual-function radar communication (DFRC) system is proposed, that achieves high communication rate, and can flexibly trade-off rate for improved sensing performance. The proposed system is a monostatic multiple-input multiple-output (MIMO) radar and transmits wideband, precoded, orthogonal frequency division multiplexing (OFDM) waveforms from its antennas. The system subcarriers are divided into two groups, i.e., shared and private. On a shared subcarrier, all antennas can transmit simultaneously, while on a private one only one antenna can transmit at a time. The shared use of subcarriers by the transmit antennas results in coupling of transmitted symbols and radar target parameters in the target echoes. A novel, low complexity target estimation approach is proposed to overcome the coupling and recover the radar parameters. The proposed method first operates on all (shared and private) subcarriers to obtain coarse angle estimates, and then by fine-tunes those estimates based on the signal received on the private subcarriers. The resolution of the coarse angle estimates is limited by the aperture of the physical receive array, while the fine-tuning is enabled by effectively constructing a virtual array that has larger aperture than the receive array. The precoding matrix is optimally designed to optimize a weighted combination of the beampattern error with respect to a desired beampattern, and the signal-to-noise ratio at the communication receiver.
AB - A novel dual-function radar communication (DFRC) system is proposed, that achieves high communication rate, and can flexibly trade-off rate for improved sensing performance. The proposed system is a monostatic multiple-input multiple-output (MIMO) radar and transmits wideband, precoded, orthogonal frequency division multiplexing (OFDM) waveforms from its antennas. The system subcarriers are divided into two groups, i.e., shared and private. On a shared subcarrier, all antennas can transmit simultaneously, while on a private one only one antenna can transmit at a time. The shared use of subcarriers by the transmit antennas results in coupling of transmitted symbols and radar target parameters in the target echoes. A novel, low complexity target estimation approach is proposed to overcome the coupling and recover the radar parameters. The proposed method first operates on all (shared and private) subcarriers to obtain coarse angle estimates, and then by fine-tunes those estimates based on the signal received on the private subcarriers. The resolution of the coarse angle estimates is limited by the aperture of the physical receive array, while the fine-tuning is enabled by effectively constructing a virtual array that has larger aperture than the receive array. The precoding matrix is optimally designed to optimize a weighted combination of the beampattern error with respect to a desired beampattern, and the signal-to-noise ratio at the communication receiver.
KW - DFRC system
KW - MIMO radar
KW - OFDM radar waveforms
KW - subcarrier sharing
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U2 - 10.1109/TSP.2023.3241779
DO - 10.1109/TSP.2023.3241779
M3 - Article
AN - SCOPUS:85148428024
SN - 1053-587X
VL - 71
SP - 401
EP - 416
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
ER -