DocumentCode
1592326
Title
Blind joint channel estimation and signal decoding for systems with time-varying Rayleigh-fading channels
Author
Maa, Ching-Shyang ; Huang, Chin-Tseng ; Wang, Yeong-Cheng ; Chen, Jiunn-Tsair
Author_Institution
Inst. of Commun. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
4
fYear
2003
Firstpage
2575
Abstract
This paper proposes a wireless system with a blind receiver which jointly performs noncoherent channel estimation and serially-concatenated turbo code decoding over fast time-varying Rayleigh-fading channels. The low complexity blind receiver consists of two parts: 1) a Kalman filter as its channel estimation part and 2) two decoders, including a differential decoder and a convolutional decoder, as its signal decoding part. With various soft information, calculated in the maximum likelihood sense, iteratively passed around between the channel estimator and the signal decoder, the system is expected to hopefully approach the optimal performance. Note that, with no training data in the proposed system, it is impossible for the Kalman filter to avoid the CSI (channel state information) phase ambiguity problem, which can be perfectly taken care of by the differential decoder. Computer simulations confirm that the proposed system exhibits robustness against fast time-variation of Rayleigh-fading channels.
Keywords
Kalman filters; Rayleigh channels; channel coding; channel estimation; concatenated codes; convolutional codes; differential phase shift keying; maximum likelihood decoding; radio receivers; time-varying channels; turbo codes; DPSK; Kalman filter; blind channel estimation; blind receiver; channel state information phase ambiguity problem; convolutional decoder; differential decoder; differential phase shift keying; maximum likelihood method; noncoherent channel estimation; serially-concatenated turbo code decoding; signal decoding; time-varying Rayleigh-fading channels; Channel estimation; Convolution; Convolutional codes; Iterative decoding; Maximum likelihood decoding; Maximum likelihood estimation; Rayleigh channels; Time varying systems; Training data; Turbo codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
ISSN
1090-3038
Print_ISBN
0-7803-7757-5
Type
conf
DOI
10.1109/VETECS.2003.1208857
Filename
1208857
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