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
Link To Document :
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