Resource allocation for multiple input multiple outputorthogonal frequency division multiplexing-based space division multiple access systems

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题名:	Resource allocation for multiple input multiple outputorthogonal frequency division multiplexing-based space division multiple access systems
作者:	張大中;Pao, Wei-Chen;Lou, Wen-Ting;Chen, Yung-Fang;Chang, Dah-Chung
贡献者:	資訊電機學院通訊工程學系
关键词:	Allocations;bisection‐based strategy;concave programming;constrained nonconvex nonlinear problem;crosstalk;exhaustive search;fairness issue among;Frequency division multiplexing;interference‐awareness;least mean squares methods;low‐complexity user selection strategy;Mathematical analysis;Mathematical models;MIMO communication;MMSE precoding;multiple input multiple output‐orthogonal frequency division multiplexing system;multiuser channels;nonlinear nonconvex optimisation problem;nonlinear programming;Nonlinearity;OFDM modulation;optimal power allocation;optimisation technique;Optimization;resource allocation;Searching;space division multiple access;space division multiple access systems;Strategy;system throughput maximisation
日期:	2014-01-01
上传时间:	2026-04-23 13:08:02 (UTC+8)
出版者:	Institution of Engineering and Technology;The Institution of Engineering and Technology
摘要:	摘要： The problem of the system throughput maximisation and the fairness issue among users is considered for the downlink multiuser multiple input multiple output-orthogonal frequency division multiplexing system with MMSE precoding. Since finding the optimal solution by using the exhaustive search has very high computational burden, the authors propose a low-complexity user selection strategy plus the optimal power allocation in this study. With resorting to the mathematical simplification process, the proposed user selection scheme is designed to compare the related value of SINR. The power allocation is performed after the user selection. However, the power allocation is not in interference-free environment but in the presence of crosstalk, which is a nonlinear non-convex optimisation problem. In this study, the authors use an optimisation technique to obtain the optimal solution of the constrained non-convex nonlinear problem by replacing the objective function with a difference of two convex functions. A bisection-based strategy to solve this problem with interference-awareness to find local optimal solutions is presented in this study. Simulation results show that the performance of the proposed algorithm is close to that of the optimal solution. The trade-off between the system throughput and the fairness among users is also considered. 出版者： The Institution of Engineering and Technology 出版日期： 2014-12-18 出處： IET communications, 2014-12, Vol.8 (18), p.3424-3434 資源來源： Wiley Online Library Open Access 版權： The Institution of Engineering and Technology 版權： 2021 The Institution of Engineering and Technology 識別號： ISSN: 1751-8628 識別號： EISSN: 1751-8636 識別號： DOI: 10.1049/iet-com.2014.0104
显示于类别:	[通訊工程學系] 期刊論文

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