• DocumentCode
    3595144
  • Title

    Real-time root-MUSIC DOA estimation via a parallel polynomial rooting method

  • Author

    Athi, Mrudula V. ; Zekavat, Seyed A.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
  • fYear
    2014
  • Firstpage
    290
  • Lastpage
    295
  • Abstract
    This paper describes a new parallel polynomial rooting technique for root-MUSIC suitable for real-time signal processing applications. The proposed method is based on Newton´s method adapted as global polynomial rooting technique. Well-defined complex dynamics of root-MUSIC polynomial´s Newton map were exploited to prescribe a minimal set of initial points for Newton´s method. Proposed set of initial points guarantee that at least one of them would converge to the root closest to the unit circle (that corresponds to the direction of arrival (DOA)). The proposed method was compared with existing general polynomial rooting technique in terms of computational complexity and possibility of parallelization. In addition, the performance of proposed system when incorporated into root-MUSIC was analyzed in terms of computations required to achieve a given accuracy of DOA.
  • Keywords
    Newton method; direction-of-arrival estimation; polynomials; signal classification; Newton method; computational complexity; direction of arrival estimation; global parallel polynomial rooting method; real-time root-MUSIC DOA estimation; real-time signal processing applications; Arrays; Direction-of-arrival estimation; Multiple signal classification; Newton method; Nickel; Polynomials; Sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014 IEEE 25th Annual International Symposium on
  • Type

    conf

  • DOI
    10.1109/PIMRC.2014.7136177
  • Filename
    7136177