Optimized design for integrated sensing and communication in secure MIMO SWIPT systems

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Xuan-Xinh Nguyen, Ha Hoang Kha
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引用次数: 0

Abstract

This paper investigates a secure multiple-input multiple-output integrated sensing and communication (MIMO ISAC)-enabled untrusted simultaneous wireless information and power transfer (SWIPT) system in which a base station is concurrently responsible for three different functionalities of communicating with users, sensing targets, and powering energy harvesting (EH) devices. These EH devices are assumed to be untrusted and potentially wiretap the information intended for legitimate users. This paper considers three different system design strategies: (i) communication-centric design, (ii) sensing-centric design, and (iii) EH-centric design. In each strategy, we aim to jointly design the transmit communication precoders and sensing precoder (which also acts as both the energy beam for EH and the artificial noise for securing communication) subject to requirements corresponding to the transmit power budget, minimum achievable secrecy rate, minimum amount of harvested energy, and maximum beampattern similarity constraint. The optimization design problems are highly non-convex, and thus it is mathematically challenging to directly find the optimal solutions. To overcome this issue, we first derive convex inner approximations, and then utilize the sequential convex programming (SCP) approach to develop efficient iterative algorithms which converge at least to a locally optimal solution. Extensive numerical results are simulated to verify the optimality of developed algorithms and highlight the impact of sensing on the system secrecy rate and harvested energy.
安全MIMO SWIPT系统中集成传感和通信的优化设计
本文研究了一种安全的多输入多输出集成传感和通信(MIMO ISAC)支持的非可信同时无线信息和电力传输(SWIPT)系统,其中基站同时负责与用户、传感目标和能量收集(EH)设备通信的三种不同功能。这些EH设备被认为是不可信的,可能会窃听合法用户的信息。本文考虑了三种不同的系统设计策略:(i)以通信为中心的设计,(ii)以传感为中心的设计,以及(iii)以eh为中心的设计。在每种策略中,我们的目标是根据发射功率预算、最小可实现保密率、最小收获能量和最大波束模式相似性约束的要求,共同设计发射通信预编码器和传感预编码器(它同时充当EH的能量束和确保通信的人工噪声)。优化设计问题是高度非凸的,因此直接找到最优解在数学上具有挑战性。为了克服这个问题,我们首先推导了凸内逼近,然后利用序列凸规划(SCP)方法开发了至少收敛到局部最优解的高效迭代算法。大量的数值模拟结果验证了所开发算法的最优性,并强调了传感对系统保密率和收集能量的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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