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用于有源智能反射面辅助能量收集认知无线电传感器网络的联合被动波束成形与部署设计

Joint passive beamforming and deployment design for active intelligent reflecting surface-assisted energy harvesting-cognitive radio sensor networks.

作者信息

Wang Jihong, Zhu Yanan

机构信息

School of Electrical Engineering, Northeast Electric Power University, Jilin, 132012, China.

出版信息

Sci Rep. 2024 Oct 21;14(1):24763. doi: 10.1038/s41598-024-75349-6.

Abstract

To prolong the network lifetime of energy harvesting-cognitive radio sensor networks (EH-CRSNs), this paper integrates active intelligent reflecting surface (IRS) to support both downlink EH and uplink data transmissions and formulates a constrained non-convex optimization problem that maximizes the net energy gain. To solve this problem, a joint passive beamforming and IRS deployment mechanism is proposed to determine the optimal deployment location of the active IRS and optimally configure the IRS reflection coefficient matrices. Specifically, the net energy gain maximization problem at a specified location is divided into two sub-problems according to its characteristics: maximizing the cumulative energy harvested by all CRSNs nodes in the downlink and minimizing the energy consumption of cluster heads in uplink data transmissions, with each sub-problem being solved independently. Furthermore, this paper explores how factors such as the number of active reflecting elements and the amplification power budget influence the optimal deployment location of the active IRS. The findings from this investigation can guide the design of active IRS-assisted EH-CRSNs under specified parameters. Simulation results confirm the aforementioned conclusions and highlight the benefits of the proposed joint mechanism in enhancing net energy gain over various benchmark mechanisms.

摘要

为了延长能量收集认知无线电传感器网络(EH-CRSNs)的网络寿命,本文集成了有源智能反射面(IRS)以支持下行链路能量收集和上行链路数据传输,并制定了一个约束非凸优化问题,以最大化净能量增益。为了解决这个问题,提出了一种联合无源波束成形和IRS部署机制,以确定有源IRS的最佳部署位置,并优化配置IRS反射系数矩阵。具体而言,根据其特性,将指定位置处的净能量增益最大化问题分为两个子问题:最大化下行链路中所有CRSN节点收集的累积能量,以及最小化上行链路数据传输中簇头的能量消耗,每个子问题独立求解。此外,本文还探讨了有源反射元件数量和放大功率预算等因素如何影响有源IRS的最佳部署位置。该研究结果可为特定参数下有源IRS辅助的EH-CRSNs设计提供指导。仿真结果证实了上述结论,并突出了所提出的联合机制在提高净能量增益方面优于各种基准机制的优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1ef/11493985/6e470beed900/41598_2024_75349_Fig1_HTML.jpg

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