• DocumentCode
    1270861
  • Title

    The effects of local scattering on direction of arrival estimation with MUSIC

  • Author

    Astély, David ; Ottersten, Björn

  • Author_Institution
    Dept. of Signals, Sensors, & Syst., R. Inst. of Technol., Stockholm, Sweden
  • Volume
    47
  • Issue
    12
  • fYear
    1999
  • fDate
    12/1/1999 12:00:00 AM
  • Firstpage
    3220
  • Lastpage
    3234
  • Abstract
    In wireless communication scenarios, multipath propagation may cause angular spreading as seen from a base station antenna array. Environments where most energy incident on the array is from scatterers local to the mobile transmitters are considered, and the effects on direction of arrival (DOA) estimation with the MUSIC algorithm are studied. Previous work has studied rapidly time-varying channels and concluded that local scattering has a minor effect on DOA estimation in such scenarios. In this work, a channel that is time-invariant during the observation period is considered, and under the assumption of small angular spread, an approximate distribution for the DOA estimates is derived. The results show that local scattering has a significant impact on DOA estimation in the time-invariant case. Numerical examples are included to illustrate the analysis and to demonstrate that the results may be used to formulate a simple estimator of angular spread. An extension to more general Rayleigh and Ricean fading channels is also included. In addition, results from processing experimental data collected in suburban environments are presented. Good agreement with the derived distributions is obtained
  • Keywords
    Rayleigh channels; Rician channels; antenna arrays; approximation theory; array signal processing; cellular radio; direction-of-arrival estimation; electromagnetic wave scattering; multipath channels; radio transmitters; radiowave propagation; signal classification; statistical analysis; DOA estimation; GSM system; MUSIC algorithm; Rayleigh fading channel; Rician fading channel; angular spreading; approximate distribution; base station antenna array; direction of arrival estimation; experimental data; local scattering; mobile transmitters; multipath propagation; observation period; rapidly time-varying channels; small angular spread; suburban environments; time-invariant channel; wireless communications; Antenna arrays; Antennas and propagation; Base stations; Direction of arrival estimation; Fading; Multiple signal classification; Rayleigh scattering; Time-varying channels; Transmitters; Wireless communication;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.806068
  • Filename
    806068