Title :
A blind channel equalization algorithm based on feed forward neural network
Author :
Xiong, Zhang ; LinSheng, Li ; Dongfeng, Zhuo ; Anhong, Wang ; Liyi, Zhang
Author_Institution :
Coll. of Electron. & Information Eng., Taiyuan Heavy Machinery Inst., China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
In this paper, a new blind channel identification/equalization algorithm based on multiplayer feed forward neural network is proposed, and the transmission function adapted to the neural network is analyzed. The computer simulations show that the convergence performance of new algorithm is better than traditional feed forward neural network algorithm.
Keywords :
blind equalisers; convergence; feedforward neural nets; telecommunication channels; telecommunication computing; blind channel equalization algorithm; blind channel identification; multiplayer feed forward neural network; Blind equalizers; Convergence; Educational institutions; Feedforward neural networks; Feedforward systems; Feeds; Machinery; Neural networks; Neurons; Quadrature amplitude modulation;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452650
