DocumentCode
3240567
Title
Unsupervised channel equalization using fuzzy prediction-error filters
Author
Ferrari, Rafael ; Panazio, C.M. ; Attux, R.R.F. ; Cavalcante, C.C. ; de Castro, L.N. ; Von Zuben, F.J. ; Romano, J.M.T.
Author_Institution
State Univ. of Campinas, Brazil
fYear
2003
fDate
17-19 Sept. 2003
Firstpage
869
Lastpage
878
Abstract
Ee present a new paradigm for unsupervised nonlinear equalization based on prediction-error fuzzy filters. Tests in different linear channel scenarios are carried out in order to assess the performance of the equalizer. The results show that the proposal is solid and may provide a performance close to that of a Bayesian equalizer.
Keywords
belief networks; equalisers; nonlinear filters; nonlinear network analysis; Bayesian equalizer; fuzzy prediction-error filters; linear channel scenarios; nonlinear equalization; unsupervised channel equalization; Adaptive equalizers; Art; Bayesian methods; Clustering algorithms; Communication systems; Filtering algorithms; Nonlinear filters; Proposals; Solids; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks for Signal Processing, 2003. NNSP'03. 2003 IEEE 13th Workshop on
ISSN
1089-3555
Print_ISBN
0-7803-8177-7
Type
conf
DOI
10.1109/NNSP.2003.1318086
Filename
1318086
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