Title :
Low complexity vector quantization algorithm for codebook optimization
Author :
Bing Hui ; KyungHi Chang
Author_Institution :
Grad. Sch. of IT & T, Inha Univ., Incheon, South Korea
Abstract :
One of the most attractive research topics about multiple-input multiple-output (MIMO) techniques is interference mitigation with limited feedback. Codebook design based on the vector quantization (VQ) algorithms with less quantization error and computational burden is the key for the codebook based precoding. Novel VQ algorithm is proposed in this paper which needs less execution time and less n umber of iterations to converge than conventional VQ Linde-Buzo-Gray (LBG) algorithm. The discussions and simulation results show that great benefits are achieved by the proposed algorithm.
Keywords :
MIMO communication; interference suppression; optimisation; precoding; LBG algorithm; MIMO technique; codebook optimization; conventional VQ Linde-Buzo-Gray algorithm; interference mitigation; low complexity vector quantization algorithm; multiple-input multiple-output technique; precoding; Algorithm design and analysis; MIMO; Optimization; Partitioning algorithms; Simulation; Vector quantization; Vectors; LBG-M; codebook based precoding MIMO; codebook optimization; vector quantization;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214494