Title :
Blind equalization algorithm based on forward neural network in QAM system
Author :
Liyi Zhang ; Gaowei Men ; Wenting Tang ; Ting Liu ; Jianfu Teng
Author_Institution :
College of Information Engineering, Tianjin University of Commerce, 300134, China
Abstract :
In this paper, an improved blind equalization algorithm based on multiple-layer forward neural network is proposed, and a new transfer function for the neural network is designed. The computer simulations show that the improved algorithm have faster convergence speed and smaller bit error rate than traditional forward neural network algorithm.
Keywords :
QAM system; blind equalization; forward neural network; transfer function;
Conference_Titel :
Wireless, Mobile and Multimedia Networks, 2006 IET International Conference on
Conference_Location :
hangzhou, China
Print_ISBN :
0-86341-644-6