Title :
Knowledge-based adaptive channel equalization
Author :
Jing, Fan ; Yongning, Chen ; Huihua, Liu
Author_Institution :
Dept. of Inf. & Commun. Eng., Beijing Inf. Technol., China
fDate :
31 Aug.-4 Sept. 2004
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;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452672