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On Weighted MSE Model for MIMO Transceiver Optimization

文献类型：期刊论文

作者Xing, Chengwen2; Jing, Yindi3; Zhou, Yiqing1,4
刊名IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
出版日期2017-08-01
卷号66期号:8页码:7072-7085
关键词Lagrange multiplier method majorization theory multi-objective optimization MIMOtransceiver optimization weighted MSE model
ISSN号0018-9545
DOI10.1109/TVT.2017.2671441
英文摘要Mean-squared error (MSE) is one of the most widely used performance metrics for the designs and analysis of multiple-input multiple-output (MIMO) communications. Weighted MSE minimization, a more general formulation of MSE minimization, plays an important role in MIMO transceiver optimization. While this topic has a long history and has been extensively studied, existing treatments on the methods in solving the weighted MSE optimization are more or less sporadic and nonsystematic. In this paper, for point-to-point MIMO systems, we first review the two major methodologies, Lagrange multiplier method and majorization theory based method, and their common procedures in solving the weighted MSE minimization. Then, some problems and limitations of the methods that were usually neglected or glossed over in existing literature are provided. These problems are fundamental and of critical importance for the corresponding MIMO transceiver optimizations. In addition, a new extended matrix-field-weighted MSE model is proposed. Its solutions and applications are discussed in details. Compared with existing models, this new model has wider applications, e.g., nonlinear MIMO transceiver designs and capacity-maximization transceiver designs for general MIMO networks.
资助项目National Natural Science Foundation of China[61671058] ; 111 Project of China[B14010]
WOS研究方向Engineering ; Telecommunications ; Transportation
语种英语
WOS记录号WOS:000407686300038
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/6607]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Xing, Chengwen
作者单位1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
2.Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
3.Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
4.Chinese Acad Sci, Beijing Key Lab Mobile Comp & Pervas Device, Inst Comp Technol, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Xing, Chengwen,Jing, Yindi,Zhou, Yiqing. On Weighted MSE Model for MIMO Transceiver Optimization[J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,2017,66(8):7072-7085.
APA Xing, Chengwen,Jing, Yindi,&Zhou, Yiqing.(2017).On Weighted MSE Model for MIMO Transceiver Optimization.IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,66(8),7072-7085.
MLA Xing, Chengwen,et al."On Weighted MSE Model for MIMO Transceiver Optimization".IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 66.8(2017):7072-7085.

入库方式： OAI收割

来源：计算技术研究所

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