• DocumentCode
    2435042
  • Title

    Efficient signal detection in perturbed arrays

  • Author

    Rao, Anil M. ; Jones, Douglas L.

  • Author_Institution
    Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    429
  • Lastpage
    433
  • Abstract
    The use of sensor arrays in signal processing applications has received considerable attention. Various array perturbations caused by phase, calibration, or modeling errors often cause the sensor observations to become only partially correlated, limiting the application of traditional matched-field beamformers. Quadratic array processing is optimal for many randomly perturbed array problems; however, direct implementation poses a significant computational burden. We propose a highly efficient, asymptotically optimal method of implementing quadratic array processors suitable for detection problems in randomly perturbed arrays. Specifically, we show that under certain conditions the optimal array processor can be approximately realized efficiently and robustly employing only discrete Fourier transforms to deal with spatial processing while entailing only a small loss in performance
  • Keywords
    adaptive signal processing; array signal processing; correlation methods; discrete Fourier transforms; optimisation; random processes; signal detection; asymptotically optimal method; discrete Fourier transforms; matched-field beamformers; partial correlation; performance; quadratic array processing; randomly perturbed arrays; sensor arrays; signal detection; signal processing; spatial processing; Array signal processing; Calibration; Detectors; Discrete Fourier transforms; Limiting; Noise robustness; Performance loss; Phased arrays; Sensor arrays; Signal detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
  • Conference_Location
    Pocono Manor, PA
  • Print_ISBN
    0-7803-5988-7
  • Type

    conf

  • DOI
    10.1109/SSAP.2000.870160
  • Filename
    870160