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毫米波MIMO通信感知一体化联合波束成形设计
Joint Beamforming Design for Millimeter Wave MIMO Integrated Sensing and Communication
【摘要】 考虑一个毫米波多输入多输出(Multiple-InputMultiple-Output,MIMO)通信感知一体化系统,同时进行多目标感知与多用户通信。首先,基于毫米波MIMO几何信道模型,在满足总功率和多用户信干噪比的约束下,最小化MIMO感知发射波束图匹配误差和互相关图。然后,针对建立的联合波束成形设计问题,采用半正定松弛算法进行求解,得到通信感知一体化波束成形矩阵。最后,仿真结果验证了联合波束成形设计的有效性。
【Abstract】 Millimeter wave MIMO integrated sensing and communication system is considered to simultaneously support multi-target sensing and multi-user communication. Firstly, we aim to minimize the matching error and cross-correlation of transmit beampattern by taking the millimeter wave geometric channel into account. The optimization is performed while satisfying constraints related to total power and multi-user signal to interference plus noise ratio requirements. Then, for the formulated joint beamforming design problem, we solve it using semidefinite relaxation to obtain the beamforming matrices for both sensing and communication functionalities. Finally, simulation results validate the effectiveness of the joint beamforming design.
【Key words】 Millimeter wave MIMO; integrated sensing and communication; joint beamforming design; semidefinite relaxation;
- 【文献出处】 微波学报 ,Journal of Microwaves , 编辑部邮箱 ,2023年S1期
- 【分类号】TN929.5
- 【下载频次】7