DocumentCode :
1525656
Title :
Joint iterative channel estimation and decoding in flat correlated Rayleigh fading
Author :
Komninakis, Christos ; Wesel, Richard D.
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Volume :
19
Issue :
9
fYear :
2001
fDate :
9/1/2001 12:00:00 AM
Firstpage :
1706
Lastpage :
1717
Abstract :
This paper addresses the design and performance evaluation with respect to capacity of M-PSK turbo-coded systems operating in frequency-flat time-selective Rayleigh fading. The receiver jointly performs channel estimation and turbo decoding, allowing the two processes to benefit from each other. To this end, we introduce a suitable Markov model with a finite number of states, designed to approximate both the values and the statistical properties of the correlated flat fading channel phase, which poses a more severe challenge to PSK transmission than amplitude hiding. Then, the forward-backward algorithm determines both the maximum a posteriori probability (MAP) value for each symbol in the data sequence and the MAP channel phase in each iteration. Simulations show good performance in standard correlated Rayleigh fading channels. A sequence of progressively tighter upper bounds to the capacity of a simplified Markov-phase channel is derived, and performance of a turbo code with joint iterative channel estimation and decoding is demonstrated to approach these capacity bounds
Keywords :
Markov processes; Rayleigh channels; channel capacity; correlation methods; iterative decoding; parameter estimation; phase shift keying; probability; statistical analysis; turbo codes; M-PSK turbo-coded system capacity; MAP channel phase; Markov model; Markov-phase channel; PSK transmission; capacity bounds; data sequence; flat correlated Rayleigh fading; forward-backward algorithm; frequency-flat time-selective Rayleigh fading; joint iterative channel estimation; joint iterative decoding; maximum a posteriori probability; performance evaluation; receiver; simulations; statistical properties; turbo code; turbo decoding; upper bounds; Channel estimation; Fading; Frequency; Iterative decoding; Iterative methods; Phase shift keying; Probability; Rayleigh channels; Turbo codes; Upper bound;
fLanguage :
English
Journal_Title :
Selected Areas in Communications, IEEE Journal on
Publisher :
ieee
ISSN :
0733-8716
Type :
jour
DOI :
10.1109/49.947035
Filename :
947035
Link To Document :
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