• DocumentCode
    3638121
  • Title

    Use of adaptive filtering for noise reduction in communications systems

  • Author

    Radek Martinek;Jan Zídek

  • Author_Institution
    Department of Measurement and Control, Faculty of Electrical Engineering and Computer Science, VŠ
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This article deals with noise reduction in modern communication systems. Primarily it focuses on cases where conventional filtering techniques based on linear filtering fail. It is modern based approach to adaptive filtering. The article presents a comprehensive hardware and software solutions to the adaptive system using the two main leaders of adaptive LMS (least mean square) and RLS (recursive least squares) algorithms. Adaptive system for noise reduction in radio (mobile) communication is designed in Matlab. This system has its practical use in communication especially in noisy environments (transport, factories, sporting events, etc.).
  • Keywords
    "Adaptive filters","Finite impulse response filter","IIR filters","Noise","Filtration","Least squares approximation"
  • Publisher
    ieee
  • Conference_Titel
    Applied Electronics (AE), 2010 International Conference on
  • ISSN
    1803-7232
  • Print_ISBN
    978-80-7043-865-7
  • Type

    conf

  • Filename
    5599607