• 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