DocumentCode :
3344097
Title :
A design method of noise canceller using parallel adaptive Volterra filter
Author :
Zhao, Xueqin ; Lu, Jinaming ; Yahagi, Takashi
Author_Institution :
Graduate Sch. of Sci. & Technol., Chiba Univ.
fYear :
2005
fDate :
14-17 Dec. 2005
Firstpage :
987
Lastpage :
990
Abstract :
This paper presents a design method of noise canceller using a parallel adaptive Volterra filter (PAVF). The adaptive Volterra filter (AVF) corresponding to nonlinear systems is attractive due to linear relationship between its input and output signals. However, the formidable computer complexity of AVF is prohibitive for its practical applications. Proposed PAVF in this paper is partitioned into several subfilters to reduce computational work. We applied the PAVF into noise canceller instead of usual adaptive filter. Finally, the computer simulation results are presented to validated our proposed method
Keywords :
adaptive filters; filtering theory; nonlinear filters; signal denoising; computer complexity; computer simulation; noise canceller; nonlinear systems; parallel adaptive Volterra filter; Adaptive filters; Application software; Computer simulation; Design methodology; Electronic mail; Linear systems; Noise cancellation; Nonlinear filters; Nonlinear systems; Sensor phenomena and characterization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Technology, 2005. ICIT 2005. IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-9484-4
Type :
conf
DOI :
10.1109/ICIT.2005.1600779
Filename :
1600779
Link To Document :
بازگشت