On the convexity of the LCCM cost function for DS-CDMA blind multiuser detection

The linearly constrained constant modulus algorithm (LCCMA) applied to blind DS-CDMA multiuser detection was widely considered in the last few years. In some papers, global convergence of the linearly constrained constant modulus (LCCM) algorithm was incorrectly claimed, after which corrections were...

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Vydáno v:IEEE communications letters Ročník 8; číslo 6; s. 351 - 353
Hlavní autoři: de Villiers, J.P., Linde, L.P.
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York, NY IEEE 01.06.2004
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Additive white noise
Algorithms
Applied sciences
AWGN
Blinds
Constraints
Convergence
Convexity
Cost function
Criteria
Detection, estimation, filtering, equalization, prediction
Detectors
Exact sciences and technology
Gaussian noise
Information, signal and communications theory
Multiaccess communication
Multiuser detection
Signal and communications theory
Signal, noise
Systems, networks and services of telecommunications
Telecommunications
Telecommunications and information theory
Transmission and modulation (techniques and equipments)
Vectors
Multiuser detection
Blind multiuser detection
Continuous function
Blind identification
Algorithm
linearly constrained constant modulus algorithm (LCCMA)
DS-CDMA
Code division multiple access
linearly constrained constant modulus (LCCM)
Cost function
Convex function
Convexity
Direct sequence
Signal detection
ISSN:1089-7798, 1558-2558
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Popis
Shrnutí:The linearly constrained constant modulus algorithm (LCCMA) applied to blind DS-CDMA multiuser detection was widely considered in the last few years. In some papers, global convergence of the linearly constrained constant modulus (LCCM) algorithm was incorrectly claimed, after which corrections were published by other authors (see the Introduction section for references). In this letter, analysis of the LCCM criterion is extended to prove convexity of the LCCM cost function between any point and the global minimum, subject to certain conditions, by using the definition of a continuous convex function.
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ISSN:1089-7798
1558-2558
DOI:10.1109/LCOMM.2004.831325