A Novel Multiuser Detector Using the Stochastic Hopfield Network with Soft Decision Feedback

摘要

A novel Multiuser Detector for CDMA mobile communication system is developed. The Novel Detector, which is a randomized version of Hopfield neural network with soft decision feedback (SHN/soft), guarantees optimal performance by minimizing the corresponding quadratic form in a stochastic manner. The Stochastic Hopfield Network is the network, where a noise is added to the state variables to reach the global optimum and thus achieving the best detection. The performance of the Novel Multiuser Detector has been tested by extensive simulations in multipath fading channel, which prove its superiority compared to other traditional methods.