DocumentCode :
2897976
Title :
A new approach to designing high-performance non-negative finite impulse response lowpass filters
Author :
Liu, Y. ; Bauer, Peter H.
Author_Institution :
Dept. of Electr. Eng., Univ. of Notre Dame, Notre Dame, IN, USA
fYear :
2010
fDate :
6-8 Oct. 2010
Firstpage :
444
Lastpage :
449
Abstract :
This paper presents a new approach to the design of nonnegative finite impulse response (NNFIR) lowpass filters. The work is motivated by the unsatisfactory performance of current NNFIR filter design procedures and its importance in a variety of application areas, especially biomedical signal processing. The presented method is based on our previous result that characterizes frequency domain limitations for this class of filters. Performance comparisons in terms of passband gains, stopband gains as well as the resulting system order are provided. This new approach demonstrates significantly better performance than the best previous design methods that were reported in the literature.
Keywords :
FIR filters; frequency-domain analysis; low-pass filters; medical signal processing; NNFIR filter; biomedical signal processing; finite impulse response filters; frequency-domain analysis; low-pass filters; non negative FIR filter; passband gains; stopband gains; Artificial neural networks; Attenuation; Boolean functions; Data structures; Optimization; Passband; Smoothing methods; FIR filter design; Non-negative impulse response; constrained non-linear approximation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (SIPS), 2010 IEEE Workshop on
Conference_Location :
San Francisco, CA
ISSN :
1520-6130
Print_ISBN :
978-1-4244-8932-9
Electronic_ISBN :
1520-6130
Type :
conf
DOI :
10.1109/SIPS.2010.5624888
Filename :
5624888
Link To Document :
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