• DocumentCode
    2201232
  • Title

    Real-time Implementation of Vector Hilbert-Huang Transform

  • Author

    Zhu Zheng ; Wang Yi-lin ; Cai Ping

  • Author_Institution
    Nat. Lab. of Underwater Acoust. Technol., Harbin Eng. Univ., Harbin, China
  • fYear
    2010
  • fDate
    1-3 Nov. 2010
  • Firstpage
    213
  • Lastpage
    216
  • Abstract
    Hilbert-Huang Transform (HHT) is a kind of signal analysis method proposed by Huang in the late 20th century. The combination of HHT and vector signal processing is called vector HHT. To solve the problem of too much computational cost in the real-time implementation of vector HHT, this paper makes some improvement on vector HHT for real-time operation, including the improvement on sifting method, curve fitting, treatment of boundary and stop condition. Both performance and operation speed are considered in the improvement. The improved algorithm has much less computational cost, with performance basically remaining unchanged. A parallel signal processing system composed of multiple chips digital signal processor (DSP) is designed, in which vector HHT is implemented real time. The result obtained from the parallel signal processing system shows that the system met the need of data real time processing, and has good performance.
  • Keywords
    Hilbert transforms; curve fitting; digital signal processing chips; parallel processing; real-time systems; vectors; boundary condition treatment; computational cost; curve fitting; data real time processing; multiple chips digital signal processor; parallel signal processing system; real-time implementation; real-time operation; sifting method; signal analysis method; stop condition treatment; vector HHT; vector Hilbert-Huang transform; vector signal processing; DSP; HHT; parallel signal processing; real time signal processing; vector HHT;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-8548-2
  • Electronic_ISBN
    978-0-7695-4249-2
  • Type

    conf

  • DOI
    10.1109/ICINIS.2010.174
  • Filename
    5693717