DocumentCode :
3594454
Title :
QR decomposition and Gram Schmidt Orthogonalization based low-complexity multi-user MIMO precoding
Author :
Jian Wu ; Shu Fang ; Lei Li ; Yang Yang
Author_Institution :
Dept. of Nat. key Lab. on Commun., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear :
2014
Firstpage :
61
Lastpage :
66
Abstract :
Block diagonalization (BD) is a well-known linear precoding scheme for multi-user multiple-input multipleoutput (MU-MIMO) downlink transmission. BD precoding achieves good performance but results in high computational complexity overheads due to two singular value decomposition (SVD) operations for each user. By replacing the first SVD operation with a less complex solution, the QR decomposition based block diagonalization (QRBD) precoding scheme reduces the computational complexity. In this paper, we present a QR decomposition and Gram Schmidt Orthogonalization (QR-GSO) based MUMIMO precoding scheme as a new approach for MUMIMO downlink transmission. The proposed scheme introduces an improved QR decomposition and Gram Schmidt Orthogonalization method to significantly reduce the computational complexity. Our results show that the proposed QR-GSO precoding scheme achieves the same performance as BD and QR-BD precoding schemes, while requiring much lower computational complexity.
Keywords :
MIMO communication; computational complexity; linear codes; precoding; singular value decomposition; Gram Schmidt orthogonalization; MU-MIMO downlink transmission; MU-MIMO precoding; QR decomposition; QR-GSO precoding; SVD operation; block diagonalization; computational complexity; linear precoding scheme; low-complexity multiuser MIMO precoding; multiuser multiple-input multiple-output; singular value decomposition; BD; Computational Complexity; MU-MIMO; Precoding; QR Decomposition;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM 2014), 10th International Conference on
Print_ISBN :
978-1-84919-845-5
Type :
conf
DOI :
10.1049/ic.2014.0074
Filename :
7129602
Link To Document :
بازگشت