• DocumentCode
    1913991
  • Title

    Estimation and equalization of fading channels with random coefficients

  • Author

    Tsatsanis, Michail K. ; Giannakis, Georgios B. ; Zhou, Guotong

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Stevens Inst. of Technol., Hoboken, NJ, USA
  • Volume
    2
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    1093
  • Abstract
    The time-varying tap coefficients of frequency selective fading channels are typically modeled as random processes with low-pass power spectra. However, traditional adaptive techniques usually make no assumption on the channel´s time variations and hence do not exploit this information. Kalman filtering methods are derived to track the channel by employing a multichannel autoregressive description of the time-varying taps in a decision-feedback equalization framework. Fitting a model to the variations of the channel´s taps is a challenging task because the tap coefficients are not observed directly. A novel linear method is proposed in order to estimate the model parameters from input/output data. The consistency of the proposed method is shown, and some illustrative simulations are presented
  • Keywords
    adaptive Kalman filters; decision feedback equalisers; fading; filtering theory; multipath channels; parameter estimation; random processes; time-varying channels; Kalman filtering methods; adaptive techniques; channel equalization; channel estimation; channel statistics; channel tracking; decision-feedback equalization; frequency selective fading channels; input/output data; linear method; low-pass power spectra; multichannel autoregressive description; multipath channel model; parameter estimation; random coefficients; random processes; simulations; time-varying channel; time-varying tap coefficients; Algorithm design and analysis; Computer science; Fading; Frequency; Parameter estimation; Power engineering and energy; Power engineering computing; Random processes; Rayleigh channels; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.543554
  • Filename
    543554