Achievable Rates of MIMO Systems With Linear Precoding and Iterative LMMSE Detection

doi:10.1109/TIT.2014.2349513

	Achievable Rates of MIMO Systems With Linear Precoding and Iterative LMMSE Detection
	Xiaojun Yuan1 ; Li Ping 2; Chongbin Xu 2; Aleksandar Kavcic 3
	2014-11
发表期刊	IEEE TRANSACTIONS ON INFORMATION THEORY
ISSN	0018-9448
卷号	60 期号:11 页码:7073-7089
发表状态	已发表
DOI	10.1109/TIT.2014.2349513
摘要	We establish area theorems for iterative detection and decoding (or simply, iterative detection) over coded linear systems, including multiple-input multiple-output channels, intersymbol interference channels, and orthogonal frequency-division multiplexing systems. We propose a linear precoding technique that asymptotically ensures the Gaussianness of the messages passed in iterative detection, as the transmission block length tends to infinity. Area theorems are established to characterize the behavior of the iterative receiver. We show that, for unconstrained signaling, the proposed single-code scheme with linear precoding and iterative linear minimum mean-square error (LMMSE) detection is potentially information lossless, under various assumptions on the availability of the channel state information at the transmitter. We further show that, for constrained signaling, our proposed single-code scheme considerably outperforms the conventional multicode parallel transmission scheme based on singular value decomposition and water-filling power allocation. Numerical results are provided to verify our analysis.
关键词	Linear precoding iterative LMMSE detection area theorem superposition coded modulation
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收录类别	SCI ; EI
语种	英语
资助项目	Research Grant Council of Hong Kong[418712] ; Research Grant Council of Hong Kong[CityU 118013]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000344524100026
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI入藏号	20144400145892
EI主题词	Beamforming ; Channel capacity ; Channel coding ; Channel state information ; Intersymbol interference ; Linear systems ; Local area networks ; Mean square error ; MIMO systems ; Multiplexing equipment ; Orthogonal frequency division multiplexing ; Signal receivers ; Singular value decomposition ; Transmissions
EI分类号	Mechanical Transmissions:602.2 ; Electronic Circuits:713 ; Telecommunication; Radar, Radio and Television:716 ; Information Theory and Signal Processing:716.1 ; Optical Communication:717 ; Telephone Systems and Related Technologies; Line Communications:718 ; Computer Software, Data Handling and Applications:723 ; Automatic Control Principles and Applications:731 ; Control Systems:731.1 ; Control Devices:732 ; Mathematics:921 ; Systems Science:961
WOS关键词	PARITY-CHECK CODES ; MEAN-SQUARE ERROR ; POWER ALLOCATION ; GAUSSIAN CHANNELS ; TURBO-EQUALIZATION ; UNIFIED FRAMEWORK ; ISI CHANNELS ; DESIGN ; CAPACITY ; INFORMATION
原始文献类型	Article
来源库	IEEE
引用统计
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/2365
专题	信息科学与技术学院信息科学与技术学院_PI研究组_袁晓军组
作者单位	1.School of Information Science and Technology, ShanghaiTech University, Shanghai, China 2.Department of Electrical Engineering, City University of Hong Kong, Hong Kong 3.Department of Electrical Engineering, University of Hawaii at Manoa, Honolulu, HI, USA
第一作者单位	信息科学与技术学院
第一作者的第一单位	信息科学与技术学院
推荐引用方式 GB/T 7714	Xiaojun Yuan,Li Ping,Chongbin Xu,et al. Achievable Rates of MIMO Systems With Linear Precoding and Iterative LMMSE Detection[J]. IEEE TRANSACTIONS ON INFORMATION THEORY,2014,60(11):7073-7089.
APA	Xiaojun Yuan,Li Ping,Chongbin Xu,&Aleksandar Kavcic.(2014).Achievable Rates of MIMO Systems With Linear Precoding and Iterative LMMSE Detection.IEEE TRANSACTIONS ON INFORMATION THEORY,60(11),7073-7089.
MLA	Xiaojun Yuan,et al."Achievable Rates of MIMO Systems With Linear Precoding and Iterative LMMSE Detection".IEEE TRANSACTIONS ON INFORMATION THEORY 60.11(2014):7073-7089.