• DocumentCode
    1424412
  • Title

    Wavelet-based estimation of the nonstationary mean signal in wireless systems

  • Author

    Narasimhan, Ravi ; Cox, Donald C.

  • Author_Institution
    Marvell Semicond. Inc., Sunnyvale, CA, USA
  • Volume
    18
  • Issue
    11
  • fYear
    2000
  • Firstpage
    2220
  • Lastpage
    2226
  • Abstract
    A new technique is described for estimating the nonstationary mean signal received at a mobile station in a Rayleigh fading environment. The estimate is based on samples taken at the midpoints between the local minima of the received envelope. The continuous wavelet transform is used to estimate the local minima. An estimate of the mean signal is obtained using a fixed number of local minima. This technique requires neither an estimate of the mobile speed nor an adaptive temporal averaging window in contrast to other estimators. Simulations show that the mean signal is estimated well in a nonstationary environment with variable mobile speed.
  • Keywords
    Rayleigh channels; correlation methods; land mobile radio; noise; parameter estimation; signal processing; wavelet transforms; continuous wavelet transform; correlated Rayleigh fading; correlated log-normal shadowing; local minima estimation; mean signal; mobile station; noise model; nonstationary environment; nonstationary mean signal; received signal envelope; signal processing; simulations; variable mobile speed; wavelet-based estimation; wireless propagation model; wireless systems; Base stations; Continuous wavelet transforms; Filters; Frequency estimation; Rayleigh channels; Shadow mapping; Signal analysis; Wavelet analysis; Wavelet transforms; Wireless communication;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/49.895027
  • Filename
    895027