A low complexity subband adaptive equaliser for broadband MIMO channels

Bale, V. and Weiss, S. (2004) A low complexity subband adaptive equaliser for broadband MIMO channels. In: International Workshop on Spectral Methods and Multirate Signal Processing, 2004-09-11 - 2004-09-12.

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    Abstract

    This paper addresses trained adaptation of broadband multiple-input multiple-output (MIMO) equalisers operating in severely time-dispersive environments which result in slow convergence and poor performance for least mean squares (LMS) type algorithms. We present a subband approach, which enhances a normalised LMS (NLMS) convergence by prewhitening of the input signals and reduces its computational complexity. Equalisation based on the recursive least squares (RLS) algorithm in the time domain is prohibitive due to its high complexity, which can be drastically reduced by the subband approach to an extend such that the overall RLS cost for convergence may be much lower than the subband NLMS. The performance of the various systems is compared in simulations.

    Author(s):Bale, V. and Weiss, S. ORCID logoORCID: https://orcid.org/0000-0002-3486-7206
    Item type:Conference or Workshop Item(Paper)
    ID code:38885
    Keywords:low complexity, subband, adaptive equaliser, broadband, mimo channels, Electrical engineering. Electronics Nuclear engineering
    Subjects:Technology > Electrical engineering. Electronics Nuclear engineering
    Department:Faculty of Engineering > Electronic and Electrical Engineering
    Depositing user: Pure Administrator
    Date deposited:02 Apr 2012 15:52
    Last modified:01 Aug 2019 00:47
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/38885
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