Title :
Blind recursive estimation of SIMO channels
Author :
Frikel, M. ; Barroso, V. ; Xavier, J.
Author_Institution :
Inst. Superior Tecnico, Lisbon, Portugal
Abstract :
We present a blind recursive algorithm for the estimation of nonstationary SIMO systems. An adaptive algorithm is developed to track the noise projector, to evaluate the degree of intersymbol interference (ISI), and the channel parameters. This method is also capable of handling abruptly changing channels during the observation interval. We define a new filtering operator that matches this projector with the subspace method. Finally, we relate this work with Capon´s approach and the beamforming method. Simulation results concerning the performance of the developed method and its comparison with the classical subspace method are presented
Keywords :
adaptive estimation; approximation theory; array signal processing; covariance matrices; filtering theory; intersymbol interference; recursive estimation; telecommunication channels; Capon´s approach; ISI; SIMO channels; abruptly changing channels; adaptive algorithm; beamforming method; blind recursive algorithm; blind recursive estimation; channel parameters; data covariance matrix; filtering operator; intersymbol interference; noise projector tracking; nonstationary SIMO systems estimation; observation interval; simulation results; subspace method; Adaptive systems; Array signal processing; Blind equalizers; Covariance matrix; Data mining; Eigenvalues and eigenfunctions; Intersymbol interference; Recursive estimation; Signal processing algorithms; Working environment noise;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 1999. SPAWC '99. 1999 2nd IEEE Workshop on
Conference_Location :
Annapolis, MD
Print_ISBN :
0-7803-5599-7
DOI :
10.1109/SPAWC.1999.783062