Title :
Adaptive codebook-based channel prediction and interpolation for multiuser multiple-input multiple-output–orthogonal frequency division multiplexing systems
Author :
Chang, Joana ; Lu, I.T. ; Li, Yuanxin
Author_Institution :
Dept. of ECE, Polytech. Inst. of New York Univ., Brooklyn, NY, USA
Abstract :
In multiple-input multiple-output-orthogonal frequency division multiplexing (MIMO-OFDM) communications, the channel state information (CSI) of the forward link at each subcarrier is needed for precoder design at the transmitter to achieve the maximal diversity and/or multiplexing gains. In frequency division duplex (FDD) systems, the CSI needs to be estimated at the receivers and fed back to the transmitters. Owing to the limited network resources, there will be CSI feedback errors due to quantisation, 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 effect and geodesic CSI interpolation is performed at the transmitter to mitigate the clustering feedback effect. Since the performance gain assumed by the CSI prediction and interpolation is limited by the low-resolution CSI quantisation, an adaptive codebook scheme is proposed to be used to support the CSI prediction and interpolation. Simulation results show that the proposed scheme is effective in mitigating the performance loss due to quantisation, feedback delay and clustering feedback.
Keywords :
MIMO communication; OFDM modulation; adaptive codes; delays; differential geometry; diversity reception; interpolation; multiuser channels; prediction theory; quantisation (signal); radio links; radio receivers; radio transmitters; CSI feedback errors; adaptive codebook-based channel prediction; channel state information; clustering feedback effect; feedback delay effect; frequency division duplex systems; geodesic CSI prediction; interpolation scheme; limited network resources; low-resolution CSI quantisation; maximal diversity; multiplexing gains; multiuser MIMO-OFDM systems; multiuser multiple-input multiple-output-orthogonal frequency division multiplexing systems; precoder design; subcarrier link; system performance;
Journal_Title :
Communications, IET
DOI :
10.1049/iet-com.2010.0960