• DocumentCode
    1348963
  • Title

    A statistical and physical mechanisms-based interference and noise model for array observations

  • Author

    McDonald, Keith F. ; Blum, Rick S.

  • Author_Institution
    Mitre Corp., Bedford, MA, USA
  • Volume
    48
  • Issue
    7
  • fYear
    2000
  • fDate
    7/1/2000 12:00:00 AM
  • Firstpage
    2044
  • Lastpage
    2056
  • Abstract
    A statistical noise model is developed from mathematical modeling of the physical mechanisms that generate noise in communication receivers employing antenna arrays. Such models have been lacking for cases where the antenna observations may be statistically dependent from antenna to antenna. The model is developed by generalizing an approach for single antenna cases suggested by Middleton (1967, 1974, 1976, 1977). The model derived here is applicable to a wide variety of physical situations. The focus is primarily on problems defined by Middleton to be Class A interference. The number of noise sources in a small region of space is assumed to be Poisson distributed, and the emission times are assumed to be uniformly distributed over a long time interval. Finally, an additive Gaussian background component is included to represent the thermal noise that is always present in real receivers
  • Keywords
    Fourier transforms; Gaussian noise; Poisson distribution; antenna arrays; array signal processing; radio receivers; radiofrequency interference; statistical analysis; thermal noise; Class A interference; Fourier transform techniques; Poisson distribution; additive Gaussian background component; antenna observations; array observations; emission times; noise sources; physical mechanism-based interference model; physical mechanism-based noise model; receivers; statistical mechanism-based interference model; statistical mechanism-based noise model; thermal noise; Additive noise; Antennas and propagation; Bandwidth; Gaussian noise; Interference; Mathematical model; Noise generators; Noise measurement; Receiving antennas; Working environment noise;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.847789
  • Filename
    847789