DocumentCode
437016
Title
Knowledge-based adaptive channel equalization
Author
Jing, Fan ; Yongning, Chen ; Huihua, Liu
Author_Institution
Dept. of Inf. & Commun. Eng., Beijing Inf. Technol., China
Volume
1
fYear
2004
fDate
31 Aug.-4 Sept. 2004
Firstpage
423
Abstract
In this paper, a new method for adaptive channel equalization is presented, which is called knowledge-based adaptive filter (in short, NBA). Through the knowledge of known waveform is combined with adaptive filter technique by this method, slowly varied adaptive channel equalization is realized. Compared to the common adaptive equalizer based on predictive deconvolution, predictive error of output waveform from the equalizer and convergent rate of the adaptive filter are improved because the knowledge of known waveform is joined to NBA (knowledge-based adaptive filter). This paper conforms the validity of NBA method by the theory and the simulative results on computer.
Keywords
adaptive equalisers; adaptive filters; knowledge based systems; telecommunication channels; telecommunication computing; adaptive channel equalization; knowledge-based adaptive filter; predictive deconvolution; Adaptive equalizers; Adaptive filters; Computer errors; Deconvolution; Digital communication; Digital filters; Equations; Filtering algorithms; Finite impulse response filter; Technological innovation;
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.2004.1452672
Filename
1452672
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