中文

基于复合可重构天线阵列的ISAC系统杂波抑制

信号处理 2026-03-17 v2

摘要

集成感知与通信(ISAC)系统常因强杂波回波而严重受限,空间信号束处理对实际阵列尺寸往往不够。本文利用复合可重构天线(compound reconfigurable antenna, CRA)阵列来实现杂波抑制,该阵列同时可动态调整辐射模式和极化状态,从而在电磁(EM)域中大幅扩展自由度。我们构建了统一的复合信道模型,将虚拟角域响应、空间传播和极化旋转/去极化相结合。基于目标和杂波协方差的统计信息,我们构建了联合EM域和基带域的优化,以最大化雷达信号对杂波加噪声比(SCNR)。该优化还施加了多用户下行信噪比约束、总发射功率预算以及有限码本EM模式选择。 resulting nonconvex mixed-integer problem is tackled by an alternating algorithm that combines fractional programming and majorization-minimization with second-order cone programming-based updates and a penalty relaxation for mode selection. Extensive simulations in QuaDRiGa-based channel environments validate the effectiveness of the proposed CRA array design, demonstrating up to 11 dB SCNR improvements over conventional beamforming methods relying solely on baseband-domain optimization and confirming the substantial benefits of fully exploiting EM-domain reconfigurability for clutter-rich ISAC scenarios. 对于杂波丰富的ISAC场景,充分利用EM域可重构性的显著优势得到了验证。

关键词

引用

@article{arxiv.2508.16055,
  title  = {Clutter Suppression in ISAC Systems with Compound Reconfigurable Antenna Arrays},
  author = {Mengzhen Liu and Ming Li and Rang Liu and Qian Liu and A. Lee Swindlehurst},
  journal= {arXiv preprint arXiv:2508.16055},
  year   = {2026}
}

备注

14 pages, 12 figures