• DocumentCode
    1787747
  • Title

    Deterministic blind identification in antenna array processing

  • Author

    Sahnoun, Souleymen ; Comon, Pierre

  • Author_Institution
    GIPSA-Lab., St. Martin d´Heres, France
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    425
  • Lastpage
    428
  • Abstract
    The estimation of directions of arrival is formulated as the decomposition of a 3-way array into a sum of rank-one terms. However, a low-rank tensor approximation does not always exist. We propose an optimization technique based on differentiable angular constraints on the factors, ensuring the existence of the low-rank tensor decomposition. The efficiency of the proposed algorithm is demonstrated via numerical simulations, and compared to Cramér-Rao bounds.
  • Keywords
    antenna arrays; optimisation; tensors; Cramér-Rao bounds; antenna array processing; deterministic blind identification; differentiable angular constraints; low-rank tensor decomposition; numerical simulations; optimization technique; Arrays; Direction-of-arrival estimation; Estimation; Signal processing algorithms; Tensile stress; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop (SAM), 2014 IEEE 8th
  • Conference_Location
    A Coruna
  • Type

    conf

  • DOI
    10.1109/SAM.2014.6882433
  • Filename
    6882433