Dynamical replica theoretic analysis of CDMA detection dynamics

Physics – Condensed Matter – Disordered Systems and Neural Networks

Scientific paper

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18 pages, 2 figures

Scientific paper

10.1088/0305-4470/39/15/003

We investigate the detection dynamics of the Gibbs sampler for code-division multiple access (CDMA) multiuser detection. Our approach is based upon dynamical replica theory which allows an analytic approximation to the dynamics. We use this tool to investigate the basins of attraction when phase coexistence occurs and examine its efficacy via comparison with Monte Carlo simulations.

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