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Performance Trade-off in Joint Radar & Communications Transmit Beamforming
In this paper, we propose a joint multi-user communications and multi-direction radar beamforming design where the communications waveform is used for both communications and radar functions. The common-waveform design contrasts with traditional system designs, wherein separate waveforms are used to...
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creator | Raymondi, Nathaniel Sabharwal, Ashutosh |
description | In this paper, we propose a joint multi-user communications and multi-direction radar beamforming design where the communications waveform is used for both communications and radar functions. The common-waveform design contrasts with traditional system designs, wherein separate waveforms are used to perform radar and communications operations. Employing a common waveform eliminates the notion of cross-system interference and, as demonstrated in this paper, provides improved performance for both operations. The proposed beamformer design, the SNR-maximizing common-waveform (SMCW) beamforming, maximizes total radar target signal-to-noise ratio while meeting communications rate constraints.The SMCW beamformer achieves higher radar target SNR, which translates to improved performance compared to stateof-the-art designs that we characterize by joint radar and communications achievable SINR regions. Numerical evaluation demonstrates that the common-waveform design allows smooth control over the radar-communications performance trade-off. It is demonstrated that not only does the SMCW design yield significant radar performance gains in exchange for a small sacrifice in communications performance, but it is also shown that this radar-communications trade-off is better for the SMCW design than for state-of-the-art designs. |
doi_str_mv | 10.1109/IEEECONF53345.2021.9723105 |
format | conference_proceeding |
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The common-waveform design contrasts with traditional system designs, wherein separate waveforms are used to perform radar and communications operations. Employing a common waveform eliminates the notion of cross-system interference and, as demonstrated in this paper, provides improved performance for both operations. The proposed beamformer design, the SNR-maximizing common-waveform (SMCW) beamforming, maximizes total radar target signal-to-noise ratio while meeting communications rate constraints.The SMCW beamformer achieves higher radar target SNR, which translates to improved performance compared to stateof-the-art designs that we characterize by joint radar and communications achievable SINR regions. Numerical evaluation demonstrates that the common-waveform design allows smooth control over the radar-communications performance trade-off. 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The common-waveform design contrasts with traditional system designs, wherein separate waveforms are used to perform radar and communications operations. Employing a common waveform eliminates the notion of cross-system interference and, as demonstrated in this paper, provides improved performance for both operations. The proposed beamformer design, the SNR-maximizing common-waveform (SMCW) beamforming, maximizes total radar target signal-to-noise ratio while meeting communications rate constraints.The SMCW beamformer achieves higher radar target SNR, which translates to improved performance compared to stateof-the-art designs that we characterize by joint radar and communications achievable SINR regions. Numerical evaluation demonstrates that the common-waveform design allows smooth control over the radar-communications performance trade-off. It is demonstrated that not only does the SMCW design yield significant radar performance gains in exchange for a small sacrifice in communications performance, but it is also shown that this radar-communications trade-off is better for the SMCW design than for state-of-the-art designs.</abstract><pub>IEEE</pub><doi>10.1109/IEEECONF53345.2021.9723105</doi><tpages>8</tpages></addata></record> |
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subjects | Array signal processing Computers Interference Network topology Performance gain Radar System analysis and design |
title | Performance Trade-off in Joint Radar & Communications Transmit Beamforming |
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