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
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