DocumentCode
1903767
Title
Efficient codeword search algorithm for limited feedback MIMO beamforming systems
Author
Yang Zhang ; Zheng Zhou ; Yuhang Jia ; Bin Li ; Zhichao Qin
Author_Institution
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun. (BUPT), Beijing, China
fYear
2013
fDate
4-6 Sept. 2013
Firstpage
6
Lastpage
9
Abstract
We present an efficient codeword search algorithm for limited feedback MIMO beamforming systems. Given a predefined codebook, identifying the best beamforming codeword may easily become inefficient in terms of computational complexity. To reduce the computational complexity during the codeword searching process, we propose a novel (off-line) preprocessing scheme, which specifies the feasible condition for efficient searching. By exploiting the triangle inequality principle for distance, we develop a promising kick-out condition to avoid computing the chordal distance in the presence of non-optimal codewords of the input vector. Numerical experimental results have shown that the computational burden of our proposed algorithm has been significantly reduced compared with the traditional exhaustive search.
Keywords
MIMO communication; array signal processing; computational complexity; search problems; beamforming codeword; chordal distance; codeword searching process; computational complexity; efficient codeword search algorithm; kick-out condition; limited feedback MIMO beamforming systems; nonoptimal codewords; off-line preprocessing scheme; predefined codebook; triangle inequality principle; Algorithm design and analysis; Array signal processing; Computational complexity; Encoding; MIMO; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technologies (ISCIT), 2013 13th International Symposium on
Conference_Location
Surat Thani
Print_ISBN
978-1-4673-5578-0
Type
conf
DOI
10.1109/ISCIT.2013.6645812
Filename
6645812
Link To Document