Title :
A new adaptive channel estimator for turbo decoding in Rayleigh fading channels
Author :
Ang, Wee-Peng ; Garg, Hari Krishna
Author_Institution :
Sch. of Eng., Nanyang Polytech., Singapore, Singapore
Abstract :
A new adaptive channel estimation filter based on the variable step-size LMS algorithm is shown to perform close to the optimum Wiener filter without assuming a-priori knowledge of the channel fading rate. It is unlike other fixed characteristics filters such as the equal weight moving average and FIR filters designed using the windowing method. Under a non-stationary Rayleigh fading channel where the fading rate varies, the proposed adaptive filter is also able to track the time-varying channel, achieving better performance than the fixed characteristics filters.
Keywords :
Rayleigh channels; adaptive decoding; channel estimation; error statistics; time-varying channels; turbo codes; Rayleigh fading channels; adaptive channel estimator; channel fading rate; fixed characteristics filters; optimum Wiener filter; time-varying channel; turbo decoding; variable step-size LMS algorithm; Adaptive filters; Bit error rate; Channel estimation; Fading; Finite impulse response filter; Iterative decoding; Knowledge engineering; Least squares approximation; Rayleigh channels; Wiener filter;
Conference_Titel :
Communication Systems, 2002. ICCS 2002. The 8th International Conference on
Print_ISBN :
0-7803-7510-6
DOI :
10.1109/ICCS.2002.1182482