DocumentCode :
384592
Title :
Applications of maximum likelihood algorithm in asynchronous DS-CDMA systems
Author :
Xiao, Pei ; StröM, Erik
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg, Sweden
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
208
Abstract :
We treat the problems of propagation delay and channel estimation as well as data detection of orthogonally modulated signals in an asynchronous DS-CDMA system over fading channels using the maximum likelihood (ML) approach. The overwhelming computational complexity of the ML algorithm makes it unfeasible for implementation. The emphasis of this paper is to reduce its complexity by some approximation methods. The derived approximative ML schemes are compared with conventional algorithms as well as some others, e.g., the parallel interference cancellation (PIC) for data detection and the subspace-based algorithm for acquisition.
Keywords :
Rayleigh channels; approximation theory; channel estimation; code division multiple access; computational complexity; delay estimation; maximum likelihood detection; maximum likelihood estimation; modulation; multiuser detection; spread spectrum communication; time-varying channels; ML algorithm; PIC; approximation methods; approximative ML schemes; asynchronous DS-CDMA systems; channel estimation; computational complexity reduction; data detection; delay estimation; fading channels; maximum likelihood algorithm; maximum likelihood detection; maximum likelihood estimation; orthogonally modulated signals; parallel interference cancellation; propagation delay; subspace-based algorithm; time-varying Rayleigh flat fading; Approximation methods; Baseband; Channel estimation; Delay estimation; Fading; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Propagation delay; Rayleigh channels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Spread Spectrum Techniques and Applications, 2002 IEEE Seventh International Symposium on
Print_ISBN :
0-7803-7627-7
Type :
conf
DOI :
10.1109/ISSSTA.2002.1049316
Filename :
1049316
Link To Document :
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