• DocumentCode
    1787755
  • Title

    Multidimensional ESPRIT: A coupled canonical polyadic decomposition approach

  • Author

    Sorensen, Matthew ; De Lathauwer, Lieven

  • Author_Institution
    E.E. Dept., KU Leuven, Heverlee, Belgium
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    441
  • Lastpage
    444
  • Abstract
    The ESPRIT method is a classical method for one-dimensional harmonic retrieval. During the past two decades it has become apparent that several applications in signal processing correspond to the less studied Multi-dimensional Harmonic Retrieval (MHR) problem. In order to accommodate this demand, we propose an extension of ESPRIT to MHR based on the coupled canonical polyadic decomposition. This leads to a dedicated uniqueness condition and an algebraic framework for MHR.
  • Keywords
    algebra; signal processing; MHR problem; algebraic framework; coupled canonical polyadic decomposition; coupled canonical polyadic decomposition approach; multidimensional ESPRIT; multidimensional harmonic retrieval; signal processing application; Generators; Harmonic analysis; Signal processing algorithms; Symmetric matrices; 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.2014.6882437
  • Filename
    6882437
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1787755