DocumentCode
2371621
Title
Channel quantization algorithm for MIMO interference alignment with limited feedback
Author
Kim, Jin-Sung ; Moon, Sung-Hyun ; Lee, Sang-Rim ; Lee, Inkyu
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
fYear
2012
fDate
10-15 June 2012
Firstpage
4252
Lastpage
4256
Abstract
When perfect channel state information (CSI) is available at each transmitter in K-user multiple-input multiple-output (MIMO) interference channels, it was shown that interference alignment (IA) achieves a full spatial multiplexing gain. However, a significant performance loss is inevitable in the IA when the CSI is fed back from receivers using the limited number of feedback bits. In this paper, we propose a new channel quantization strategy to optimize the performance of the IA with limited feedback. In our proposed scheme, we introduce an additional receive filter to minimize the chordal distance which accounts for the quantization error on Grassmann manifold. Simulation results verify that the proposed scheme provides substantially better performance than the conventional method as the number of feedback bits is increased. We show that our scheme exhibits 30% and 40% sum rate gains compared to the conventional scheme when the numbers of the feedback bits are 10 and 15, respectively, with two antennas per node.
Keywords
MIMO communication; feedback; filtering theory; quantisation (signal); radiofrequency interference; space division multiplexing; CSI; Grassmann manifold; K-user multiple-input multiple-output interference channels; MIMO interference alignment; MIMO interference channels; channel quantization algorithm; chordal distance minimization; filter; full spatial multiplexing gain; limited feedback; perfect channel state information; quantization error; transmitter; Interference channels; MIMO; Quantization; Receivers; Signal to noise ratio; Transmitters;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2012 IEEE International Conference on
Conference_Location
Ottawa, ON
ISSN
1550-3607
Print_ISBN
978-1-4577-2052-9
Electronic_ISBN
1550-3607
Type
conf
DOI
10.1109/ICC.2012.6364092
Filename
6364092
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