Improved detection in CDMA for biased sources

Abstract

We consider the detection of biased information sources in the ubiquitous code-division multiple-access (CDMA) scheme. We propose a simple modification to both the popular single-user matched-filter detector and a recently introduced near-optimal message-passing-based multiuser detector. This modification allows for detecting modulated biased sources directly with no need for source coding. Analytical results and simulations with excellent agreement are provided, demonstrating substantial improvement in bit error rate in comparison with the unmodified detectors and the alternative of source compression. The robustness of error-performance improvement is shown under practical model settings, including bias estimation mismatch and finite-length spreading codes. © 2007 IOP Publishing Ltd.

Publication DOI: https://doi.org/10.1088/1751-8113/40/33/003
Divisions: College of Engineering & Physical Sciences > Systems analytics research institute (SARI)
Additional Information: © 2007 IOP Publishing Ltd
Uncontrolled Keywords: Mathematical Physics,General Physics and Astronomy,Statistical and Nonlinear Physics,Modelling and Simulation,Statistics and Probability
Publication ISSN: 1751-8121
Last Modified: 30 Sep 2024 09:46
Date Deposited: 19 Jul 2010 14:25
Full Text Link:
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
http://iopscien ... 8121/40/33/003/ (Publisher URL)
PURE Output Type: Article
Published Date: 2007-08-17
Authors: Efraim, Hadar
Yacov, Nadav
Shental, Ori
Kanter, Ido
Saad, David (ORCID Profile 0000-0001-9821-2623)

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