DocumentCode :
1510756
Title :
Eavesdropping in the synchronous CDMA channel: an EM-based approach
Author :
Yao, Yingwei ; Poor, H. Vincent
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., NJ, USA
Volume :
49
Issue :
8
fYear :
2001
fDate :
8/1/2001 12:00:00 AM
Firstpage :
1748
Lastpage :
1756
Abstract :
The problem of blind detection in a synchronous code division multiple access (CDMA) system when there is no knowledge of the users´ spreading sequences is considered. An expectation maximization (EM)-based algorithm that exploits the finite alphabet (FA) property of the digital communications source is proposed. Simulations indicate that this approach, which makes use of knowledge of the subspace spanned by the signaling multiplex, achieves the Cramer-Rao lower bound (CRB). The issues of subspace estimation and timing acquisition are also considered
Keywords :
code division multiple access; digital radio; fading channels; multipath channels; multiuser channels; optimisation; parameter estimation; signal detection; spread spectrum communication; synchronisation; timing; CDMA system; CRB; Cramer-Rao lower bound; EM-based approach; blind detection; digital communications source; eavesdropping; expectation maximization-based algorithm; fading channel; finite alphabet; multipath channel; signaling multiplex; simulations; spreading sequences; subspace estimation; synchronous CDMA channel; synchronous code division multiple access; timing acquisition; Algorithm design and analysis; Array signal processing; Clustering algorithms; Code division multiplexing; Direction of arrival estimation; Iterative algorithms; Maximum likelihood estimation; Multiaccess communication; Signal processing; Timing;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.934146
Filename :
934146
Link To Document :
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