DocumentCode
437001
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
Volume
1
fYear
2004
fDate
31 Aug.-4 Sept. 2004
Firstpage
335
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN
0-7803-8406-7
Type
conf
DOI
10.1109/ICOSP.2004.1452650
Filename
1452650
Link To Document