Hopfield neural network implementation of the optimal CDMA multiuser detector

Abstract

We investigate the application of Hopfield neural networks (HNN's) to the problem of multiuser detection in spread spectrum/CDMA (code division multiple access) communication systems. It is shown that the NP-complete problem of minimizing the objective function of the optimal multiuser detector (OMD) can be translated into minimizing an HNN "energy… (More)
DOI: 10.1109/72.478397

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