On Weighted MSE Model for MIMO Transceiver Optimization | |
Xing, Chengwen2; Jing, Yindi3; Zhou, Yiqing1,4 | |
刊名 | IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY |
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 |
DOI | 10.1109/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 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
WOS记录号 | WOS:000407686300038 |
内容类型 | 期刊论文 |
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. |
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