Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems
By Rang Liu, Ming Li, Yang Liu, Qing-He Wu, Qian Liu. IEEE Journal on Selected Topics in Signal Processing, 2021
333 citations recorded by the source corpus.
Reconfigurable intelligent surface (RIS) is a promising technology for 6 G networks owing to its superior ability to enhance the capacity and coverage of wireless communications by smartly creating a favorable propagation environment. In this paper, we investigate the potential of employing RIS in dual-functional radar-communication (DFRC) systems for improving both radar sensing and communication functionalities. In particular, we consider a RIS-assisted DFRC system in which the multi-antenna base station (BS) simultaneously performs both multi-input multi-output (MIMO) radar sensing and multi-user multi-input single-output (MU-MISO) communications using the same hardware platform. We aim to jointly design the dual-functional transmit waveform and the passive beamforming of RIS to maximize the radar output signal-to-interference-plus-noise ratio (SINR) achieved by space-time adaptive processing (STAP), while satisfying the communication quality-of-service (QoS) requirement under one of three metrics, the constant-modulus constraint on the transmit waveform, and the unit-modulus constraint of RIS reflecting coefficients. An efficient algorithm framework based on the alternative direction method of multipliers (ADMM) and majorization-minimization (MM) methods is developed to solve the complicated non-convex optimization problem. Simulation results verify the advancement of the proposed RIS-assisted DRFC scheme and the effectiveness of the developed ADMM-MM-based joint transmit waveform and passive beamforming design algorithm.
Subfields: Aerospace Engineering, Electrical and Electronic Engineering, Surgery
View Paper: https://www.semanticscholar.org/paper/bf4b86d879b49190c112852416e13eb18fcebdaa
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Citations in the corpus
- Optimal Transmit Beamforming for Integrated Sensing and Communication (2021, positive): “Recently, IRS or reconfigurable intelligent surface (RIS) has been recognized as a promising technique to enhance the communication performances by reconfiguring the radio propagation environments [56], and also improve the sensing performance by providing additional sensing paths [57], [58], [59].”