Zhe-Ting Liao;Shou-Fan Wu;Ming-Chun Lee;Tzu-Chien Chiu;Ta-Sung Lee
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Design of Joint Transmit Beamforming for Multi-User MIMO-OFDM Integrated Sensing and Communication Systems
To address spectrum scarcity and achieve the perceptive network, integrated sensing and communication (ISAC) systems have been extensively studied. However, research on multi-user ISAC systems utilizing multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) architectures remains incomplete. This paper aims to bridge this gap by exploring digital and hybrid beamforming designs for multi-user MIMO-OFDM ISAC systems. Specifically, the paper investigates the impact of beamforming on the range-Doppler domain of radar sensing and system capacity, and formulates a corresponding design problem. The paper then addresses the capacity maximization problem by converting it into a weighted minimum mean square error problem and employs successive convex approximation (SCA) to develop an iterative approach for digital beamforming design. Similarly, the paper formulates a hybrid beamforming design problem and proposes a design approach based on the alternating direction method of multipliers (ADMM) and SCA. The complexity of the proposed approaches is analyzed. Simulation results demonstrate that our approaches are effective and can outperform existing approaches in the literature.
期刊介绍:
The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols.
The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies.
Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.