Title :
A fast adaptive blind equalization algorithm robust to channel order over-estimation errors
Author :
Kacha, I. ; Abed-Meraim, K. ; Belouchrani, A.
Author_Institution :
Electr. Eng. Dept., Ecole Nat.Polytech., Algiers, Algeria
Abstract :
This paper presents a new algorithm for the blind equalization of FIR-SIMO systems. The proposed equalizer has several advantages and particular features that are studied in this work. More precisely, (i) we prove its robustness against channel order over-estimation errors, (ii) we propose an efficient fast adaptive implementation of our equalizer, (iii) we derive a statistical performance analysis to compare the equalization performance with that of the optimal MMSE equalizer and finally (iv) we develop a two-step procedure to further improve the performance gain and control the equalization delay. Simulation results are provided to illustrate the effectiveness of the proposed blind equalization algorithms.
Keywords :
adaptive equalisers; blind equalisers; channel estimation; delays; least mean squares methods; statistical analysis; FIR-SIMO system; adaptive blind equalization; channel estimation; delay; finite impulse response; optimal MMSE equalizer; statistical performance analysis; Adaptive control; Adaptive equalizers; Blind equalizers; Error correction; Optimal control; Performance analysis; Performance gain; Programmable control; Robust control; Robustness;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1502926