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高精度低开销无蜂窝通感一体化网络波束成形优化OA

Beamforming optimization in high-precision and low-overhead cell-free integrated communication and sensing network

中文摘要英文摘要

针对在感知精度与资源开销间取得有效平衡这一挑战,提出一种新型开销-精度均衡的无蜂窝多输入多输出通感一体化系统架构.该架构采用单基站接收策略,相比传统多收方案可降低资源开销;创新地融合时延-角度联合定位与最优基站选择策略,相比传统单收方案可提升定位精度.为实现高速率通信与高精度感知,建立联合波束成形设计与基站选择优化问题,并基于相长干扰利用机制重建该问题.分式规划、半正定松弛等数学技巧被用于求解所建复杂非凸优化问题.仿真表明,所提架构在同等开销下的定位克拉美罗界较传统单收方案降低约63.27%,能耗与时延较传统多收方案分别降低约66.71%与72.22%,实现了资源开销与感知精度间更优的帕累托前沿.

To address the challenge of balancing sensing accuracy and resource overhead,a novel cost-accuracy balanced cell-free multiple-input multiple-output(MIMO)integrated sensing and communication(ISAC)system architecture was proposed.In this architecture,a single receiving base station(BS)strategy was adopted,by which resource overhead was reduced compared to traditional multi-receiving schemes.Furthermore,joint delay-angle positioning and an optimal BS selection strategy were innovatively integrated to enhance localization accuracy compared to traditional single-receiving schemes.To achieve high-rate communication and high-precision sensing,an optimization problem for joint beamform-ing design and BS selection was established,and was subsequently reformulated based on the constructive interference utilization mechanism.Mathematical techniques,such as fractional programming and semidefinite relaxation,were em-ployed to solve the established complex non-convex optimization problem.Simulation results demonstrate that com-pared to the conventional single-receiving scheme,the positioning Cramér-Rao bound(CRB)is reduced by approxi-mately 63.27%under the same overhead.Compared to the conventional multi-receiving scheme,energy consumption and latency are reduced by approximately 66.71%and 72.22%,respectively.Consequently,the proposed scheme achieves a superior Pareto front between resource overhead and sensing accuracy.

贺博鑫;刘娅汐;霍佳皓;皇甫伟;隆克平

北京科技大学计算机与通信工程学院,北京 100083北京科技大学计算机与通信工程学院,北京 100083北京科技大学计算机与通信工程学院,北京 100083北京科技大学计算机与通信工程学院,北京 100083北京科技大学计算机与通信工程学院,北京 100083

信息技术与安全科学

通感一体化多输入多输出感知精度资源开销波束成形

integrated sensing and communicationmultiple-input multiple-outputsensing accuracyresource overheadbeamforming

《通信学报》 2026 (1)

1-12,12

国家自然科学基金资助项目(No.62301028)The National Natural Science Foundation of China(No.62301028)

10.11959/j.issn.1000-436x.2026021

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