LOG-LIKELIHOOD ADAPTIVE ALGORITHM IN SINGLE-LAYER PERCEPTRON BASED CHANNEL EQUALIZATION

Authors
SHANG C HOLT MJJ COWAN CFN
Citation
C. Shang et al., LOG-LIKELIHOOD ADAPTIVE ALGORITHM IN SINGLE-LAYER PERCEPTRON BASED CHANNEL EQUALIZATION, Electronics Letters, 31(22), 1995, pp. 1900-1902
Citations number
5
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
Electronics Letters → ACNP
ISSN journal
00135194
Volume
31
Issue
22
Year of publication
1995
Pages
1900 - 1902
Database
ISI
SICI code
0013-5194(1995)31:22<1900:LAAISP>2.0.ZU;2-2
Abstract
A novel approach to adapting the weights of single-layer perceptron ba sed channel equalisers is proposed, using the log-likelihood cost func tion and the resulting algorithm. Developing equalisers with this appr oach allows simpler computation, faster convergence and lower estimati on error in comparison with the traditional back-propagation algorithm .