• DocumentCode
    1652220
  • Title

    A FPGA-based implementation of MUSIC for centrosymmetric circular array

  • Author

    Xu, Dechen ; Liu, ZhiWen ; Qi, Xiaodong ; Xu, Yougen ; Zeng, Yifang

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol., Beijing
  • fYear
    2008
  • Firstpage
    490
  • Lastpage
    493
  • Abstract
    This paper presents a FPGA-based implementation of multiple signal classification (MUSIC) algorithm for centrosymmetric circular array. To reduce the computational complexity of MUSIC, an improved technique, which exploits the inherent properties of the centrosymmetric array, is proposed. Using this technique, a completely real-valued MUSIC is developed; thus less area and computing time are required. An efficient systolic array is proposed to solve the FPGA-based large matrix eigenvalue decomposition (EVD) problem. This architecture needs only about 25% of the area required to implement BLV array. Also, for the implementation of real-time spatial spectrum computation, a 1-D systolic array with high throughput is proposed.
  • Keywords
    computational complexity; eigenvalues and eigenfunctions; field programmable gate arrays; matrix decomposition; signal classification; systolic arrays; 1-D systolic array; FPGA-based Implementation; MUSIC; centrosymmetric circular array; computational complexity; large matrix eigenvalue decomposition problem; multiple signal classification algorithm; real-time spatial spectrum computation; Computational complexity; Computer architecture; Covariance matrix; Eigenvalues and eigenfunctions; Field programmable gate arrays; Matrix decomposition; Multiple signal classification; Sensor arrays; Systolic arrays; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697177
  • Filename
    4697177