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Performance analysis of the LMS blind minimum-output-energy CDMA detector

Gong, Y., Lim, T. J. and Farhang-Boroujeny, B. (2000) Performance analysis of the LMS blind minimum-output-energy CDMA detector. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '00), 5-9 Jun 2000, Istanbul, Turkey, pp. 2473-2476.

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To link to this article DOI: 10.1109/ICASSP.2000.860936

Abstract/Summary

Adaptive filters used in code division multiple access (CDMA) receivers to counter interference have been formulated both with and without the assumption of training symbols being transmitted. They are known as training-based and blind detectors respectively. We show that the convergence behaviour of the blind minimum-output-energy (MOE) detector can be quite easily derived, unlike what was implied by the procedure outlined in a previous paper. The simplification results from the observation that the correlation matrix determining convergence performance can be made symmetric, after which many standard results from the literature on least mean square (LMS) filters apply immediately.

Item Type:Conference or Workshop Item (Paper)
Refereed:Yes
Divisions:Faculty of Science > School of Systems Engineering
ID Code:19189
Uncontrolled Keywords:CDMA receivers, LMS detector, LMS filters, adaptive filters, blind minimum-output-energy CDMA detector, code division multiple access, convergence performance, least mean square, performance analysis, symmetric correlation matrix, training symbols transmission, training-based detector

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