分布式天线系统功率分配的联盟博弈论范式

IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Signal Processing Letters Pub Date : 2024-09-25 DOI:10.1109/LSP.2024.3468989
Cheng Qi;Junwei Xie;Haowei Zhang;Weijian Liu;Weike Feng
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引用次数: 0

摘要

这篇文章介绍了一种新颖的联盟博弈理论功率分配(CGTPA)范式,专门用于通信和网状雷达系统的资源管理。本文以提高分布式天线系统(DAS)下行链路吞吐量的功率分配为例,进行了相应的理论阐述和实验模拟。作为一种基于行为规则的优化决策方法,CGTPA 方法有别于传统的凸优化和启发式方法。它围绕着天线之间的合作可以被模拟为联盟博弈的思想而发展。然后,基于 Sharpley 值的功率分配确保了帕累托解决方案的最优性和公平性。此外,数学证明,通过迭代应用分配规则,吞吐量会持续提高。数学分析和仿真结果验证了所提方法的有效性。
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Coalitional Game-Theoretic Paradigm for Power Allocation in Distributed Antenna Systems
This letter introduces a novel coalitional game-theoretic power allocation (CGTPA) paradigm, tailored for resource management for communication and netted radar systems. Taking the power allocation for enhancing downlink throughput in a distributed antenna system (DAS) as a clear-cut example, theoretical expositions, and experimental simulations are presented accordingly. As an optimal decision-making method grounded in behavioral rules, the CGTPA method distinguishes itself from the methods yielded by conventional convex optimization and heuristic methods. It evolves around the idea that cooperation among antennas can be modeled as a coalitional game. Then the Sharpley value-based power allocation ensures a Pareto solution for both optimality and fairness. Furthermore, it is mathematically proven that the throughput consistently improves through iterative application of the allocation rule. Mathematical analysis and simulation results validate the effectiveness of the proposed method.
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来源期刊
IEEE Signal Processing Letters
IEEE Signal Processing Letters 工程技术-工程:电子与电气
CiteScore
7.40
自引率
12.80%
发文量
339
审稿时长
2.8 months
期刊介绍: The IEEE Signal Processing Letters is a monthly, archival publication designed to provide rapid dissemination of original, cutting-edge ideas and timely, significant contributions in signal, image, speech, language and audio processing. Papers published in the Letters can be presented within one year of their appearance in signal processing conferences such as ICASSP, GlobalSIP and ICIP, and also in several workshop organized by the Signal Processing Society.
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