Title :
An multi-user detection algorithm based on diagonal feedback neural network
Author :
Ting Liu ; Yunshan Sun ; Liyi Zhang
Author_Institution :
Coll. of Inf. Eng., Tianjin Univ. of Commerce, Tianjin
Abstract :
Neural network theory combining with multi-user detection, viz., multi-user detection based on neural network has been a new algorithm in recent years. An adaptive multi-user detection algorithm based on diagonal recursion neural network was proposed, the cost function and transfer function were chosen, the iteration formula was deduced, the computer simulation was made, and the simulation result was analyzed. The simulation result shows that the proposed algorithm has faster convergence rate and smaller bit error rate.
Keywords :
adaptive signal detection; iterative methods; multiuser detection; recurrent neural nets; transfer functions; adaptive multi user detection algorithm; computer simulation; cost function; diagonal feedback neural network; diagonal recursion neural network; iteration formula; transfer function; Adaptive Multi-user Detection; Diagonal Feedback Neural Network; LMS Algorithm; MMSE Multi-user Detection;
Conference_Titel :
Wireless, Mobile and Sensor Networks, 2007. (CCWMSN07). IET Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-86341-836-5