• DocumentCode
    1351646
  • Title

    Wavelet-based separating kernels for array processing of cellular DS/CDMA signals in fast fading

  • Author

    Martone, Massimiliano

  • Author_Institution
    Telecommun. Group, Watkins-Johnson Co., Gaithersburg, MD, USA
  • Volume
    48
  • Issue
    6
  • fYear
    2000
  • fDate
    6/1/2000 12:00:00 AM
  • Firstpage
    979
  • Lastpage
    995
  • Abstract
    We propose new detectors for direct-sequence code-division multiple-access (CDMA) signals that outperform known approaches in rapidly fading multipath channels. Multipath compensation in CDMA systems is a problem of significant complexity especially when rapidly fading is afflicting the radio frequency channel. In this work, we depart from typical approaches in search of new kernels that can more accurately characterize the time-varying nature of the estimation problem and focus on a multiresolution representation of the fading processes. The unknown channel time variations are in fact decomposed using optimal unconditional bases in the family of the orthonormal wavelets. We show that it is possible to represent the channel in a reduced-order dimensional space by matching the scattering function of the multipath channel to its decomposition and obtain an approach that is effective in fast fading environments, such as those practically found in macrocell wireless communication applications. We apply this representation to the development of a practical multiscale filter that achieves multiuser separation minimizing a time-averaged squared error. The technique is studied by means of computer simulations and hardware experiments that employ a currently deployed base-station system
  • Keywords
    array signal processing; cellular radio; code division multiple access; electromagnetic wave scattering; fading channels; filtering theory; mean square error methods; multipath channels; multiuser channels; signal detection; spread spectrum communication; time-varying channels; wavelet transforms; DS-CDMA signals; array processing; base-station system; cellular DS/CDMA signals; channel time variations; computer simulations; detectors; direct-sequence code-division multiple-access; fast fading; hardware experiments; macrocell wireless communication; multipath channels; multipath compensation; multiresolution representation; multiscale filter; multiuser separation; optimal unconditional bases; orthonormal wavelets; radio frequency channel; reduced-order dimensional space; scattering function; time-averaged squared error; time-varying estimation problem; wavelet-based separating kernels; Array signal processing; Detectors; Fading; Kernel; Macrocell networks; Multiaccess communication; Multipath channels; Radio frequency; Scattering; Signal resolution;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/26.848560
  • Filename
    848560