• DocumentCode
    2110483
  • Title

    An efficient approach to noise suppression in adaptive filtering subject to output envelope constraints

  • Author

    Zheng, Wei Xing

  • Author_Institution
    Dept. of Math., Univ. of Western Sydney, NSW, Australia
  • Volume
    5
  • fYear
    1998
  • fDate
    31 May-3 Jun 1998
  • Firstpage
    182
  • Abstract
    Median smoothing is incorporated into the recently developed adaptive envelope-constrained filtering algorithms with a view to suppressing the effect of impulsive noise at the input channel. It is demonstrated that the proposed adaptive filtering algorithms can provide notable improvements in the performance. In particular, the output envelope constraints of primary interest can be more easily satisfied by the filter weight estimate obtained with the median smoothing than with the average smoothing in impulsive noise situations
  • Keywords
    FIR filters; adaptive filters; filtering theory; random noise; smoothing methods; adaptive envelope-constrained filtering algorithms; adaptive filtering; filter weight estimate; impulsive noise; input channel; median smoothing; noise suppression; output envelope constraints; Adaptive filters; Filtering algorithms; Finite impulse response filter; Noise level; Noise shaping; Nonlinear filters; Pulse shaping methods; Quadratic programming; Smoothing methods; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-4455-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.1998.694438
  • Filename
    694438