• 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