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面向双窃听攻击的耦合相位调控STAR-RIS辅助ISAC网络保密速率最大化
Secrecy Rate Maximization for Coupled Phase-Shift STAR-RIS-Assisted ISAC Networks Under Dual Eavesdropping Attacks
| 作者 | Jianping Yao · Zhenteng Dai · Jie Xu · Yi Fang · Guojun Han · Tony Q. S. Quek |
| 期刊 | IEEE Transactions on Vehicular Technology |
| 出版日期 | 2025年8月 |
| 卷/期 | 第 75 卷 第 2 期 |
| 技术分类 | 控制与算法 |
| 技术标签 | 模型预测控制MPC 强化学习 机器学习 智能化与AI应用 |
| 相关度评分 | ★★ 2.0 / 5.0 |
| 关键词 |
语言:
中文摘要
本文研究耦合相位调控STAR-RIS辅助的感知通信一体化(ISAC)安全网络,联合优化基站波束成形与STAR-RIS透射/反射系数,以最大化通信用户保密速率,并满足功率、耦合约束、感知性能及感知安全要求;提出基于SCA与PDD的混合优化算法。
English Abstract
This article investigates a secure coupled phase-shift simultaneous transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) assisted integrated sensing and communication (ISAC) network, where a base station (BS) utilizes the STAR-RIS to enable simultaneous communication with a user and target detection on opposite sides, while the transmitted signals are exposed to interception by communication and sensing eavesdroppers. We aim to maximize the secrecy rate of the communication user by jointly optimizing the BS beamforming and the STAR-RIS transmission and reflection coefficients, while ensuring the constraints on BS power, coupled STAR-RIS transmission and reflection coefficients, sensing performance, and sensing security. To tackle the non-convex problem, we propose an optimization algorithm that combines successive convex approximation (SCA) and penalty dual decomposition (PDD). Simulation results demonstrate that the proposed scheme achieves superior performance compared to the benchmarks.
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SunView 深度解读
该文聚焦无线通信与雷达感知融合中的物理层安全优化,属6G前沿研究,与阳光电源主营业务无直接技术交集。阳光电源核心产品(如组串式逆变器、ST系列PCS、PowerTitan储能系统)运行于工频/中频电力电子域,不涉及毫米波RIS或ISAC信号处理。但其提出的分布式智能优化框架(如SCA/PDD)在长期可迁移至iSolarCloud平台的多目标协同调度、光储充微网动态安全边界决策等场景,建议关注其算法结构对边缘侧轻量化智能控制的启发价值。