Title :
Robust and fast converging decision feedback equalizer based on a new adaptive semi-blind channel estimation algorithm
Author :
Berberidis, Kostas ; Marava, Alexandra ; Karaivazoglou, Panos ; Palicot, Jacques
Author_Institution :
Dept. of Comput. Eng. & Inf., Patras Univ., Greece
Abstract :
An adaptive equalization scheme based on channel estimation is proposed. The structure of the whole scheme is novel as well as some of its most important constituent parts. The equalization part comprises an adaptive decision feedback equalizer (DFE) whose performance is significantly improved due to the information provided by the channel estimation part. To estimate the channel impulse response (CIR) a new adaptive semi-blind scheme based on the sub-channel response matching (SRM) criterion and implemented in the frequency domain has been developed. The equalization part exhibits a much faster convergence rate as compared to the conventional DFE, hence a much shorter training sequence is required. Moreover a significant reduction of the error propagation phenomenon can be achieved. The above advantages are offered with only a slight increase in computational load compared to classical LMS-based DFE
Keywords :
adaptive equalisers; blind equalisers; convergence of numerical methods; decision feedback equalisers; multipath channels; parameter estimation; transient response; LMS-based DFE; adaptive equalization; adaptive semi-blind channel estimation algorithm; adaptive semi-blind scheme; channel estimation; channel impulse response; convergence rate; decision feedback equalizer; error propagation reduction; fast converging DFE; robust DFE; sub-channel response matching criterion; three-ray multipath channel; training sequence; Adaptive equalizers; Channel estimation; Convergence; Decision feedback equalizers; Filters; Frequency domain analysis; Frequency estimation; Informatics; Research and development; Robustness;
Conference_Titel :
Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-7206-9
DOI :
10.1109/GLOCOM.2001.965121