DocumentCode
2418504
Title
Adaptive Codebook Based Channel Prediction and Interpolation for Multiuser MIMO-OFDM Systems
Author
Chang, Jiang ; Lu, I-Tai ; Li, Yingxue
Author_Institution
Dept. ECE, Polytech. Inst. of New York Univ., Brooklyn, NY, USA
fYear
2011
fDate
5-9 June 2011
Firstpage
1
Lastpage
5
Abstract
In MIMO-OFDM communications, the channel state information (CSI) of the forward link is needed for precoder design at the transmitter to achieve the maximal performance gains. In frequency division duplex (FDD) systems, the CSI estimated at the receivers needs to be fed back to the transmitters. Because of the limited network resources, there will be CSI feedback errors due to quantization, delay and clustering (where one CSI feedback is used to represent a cluster of adjacent subcarriers for feedback reduction). Consequently, the system performance degrades and the gains expected from using MIMO diminish. To mitigate this performance degradation, an adaptive codebook-based CSI prediction and interpolation scheme is proposed for multiuser MIMO-OFDM systems. In this scheme, geodesic CSI prediction is employed at the receiver to mitigate the feedback delay and geodesic CSI interpolation is performed at the transmitter to mitigate the cluster feedback effect. Since the performance gain assumed by the CSI prediction and interpolation is limited by the low resolution CSI quantization, a simplified adaptive codebook is developed to support the CSI prediction and interpolation. Simulation results show that the proposed scheme is effective in mitigating the performance loss due to quantization, feedback delay and cluster feedback.
Keywords
MIMO communication; OFDM modulation; adaptive codes; channel allocation; feedback; interpolation; multi-access systems; precoding; quantisation (signal); radio receivers; radio transmitters; CSI feedback errors; CSI quantization; FDD systems; MIMO-OFDM communications; adaptive codebook-based CSI prediction; channel prediction; channel state information; cluster feedback; clustering; feedback delay; feedback reduction; forward link; frequency division duplex systems; geodesic CSI interpolation; geodesic CSI prediction; maximal performance gains; multiuser MIMO-OFDM systems; network resources; performance degradation; performance loss; precoder design; radio receivers; radio transmitter; simplified adaptive codebook; system performance; Delay; Interpolation; MIMO; Manifolds; Performance gain; Quantization; Transmitters;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2011 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1550-3607
Print_ISBN
978-1-61284-232-5
Electronic_ISBN
1550-3607
Type
conf
DOI
10.1109/icc.2011.5963116
Filename
5963116
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