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Stochastic conjugate gradient based multi-user constant modulus algorithm for use in multiuser DS-CDMA environment

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3 Author(s)
Arasaratnam, P. ; Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK ; Zhu, S. ; Constantinides, A.G.

A stochastic conjugate gradient algorithm (SCGA) is proposed for the solving of the nonlinear optimization problem associated with the multiuser constant modulus algorithm (CC-CMA) for DS-CDMA receivers in a multiuser environment. The algorithm is referred to as the stochastic conjugate gradient CC-CMA (SCGCC-CMA). Simulations show that the SCGCC-CMA algorithm preserves the fast convergence rate of the block-shanno cross correlation constant modulus algorithm (BSCC-CMA), can be configured to perform similar to the recursive least squares (RLS) version of the CC-CMA algorithm, and can outperform the conventional CC-CMA for less cost. The proposed algorithms can also be used in DS/CDMA systems to solve the problem of joint blind channel equalization and blind source separation in a single-user and multiuser environment. Alternatively, a window sliding parameter may be adjusted to trade off between performance and computation to match system requirements. We also propose a convergence analysis for the proposed algorithms.

Published in:

Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE  (Volume:1 )

Date of Conference:

17-21 Nov. 2002

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