Chinese Journal of Lasers, Volume. 40, Issue 8, 809004(2013)

Analysis and Feature Extraction of Laser Micro-Doppler Signatures Based on Hilbert-Huang Transforms

Peng Mingjin* and Li Zhi
Author Affiliations
  • [in Chinese]
  • show less

    In the laser micro-Doppler signature analysis of vibrating targets, the joint time-frequency methods can provide useful information for target detection, classification and recognition. The analysis of the general nonlinear and non-stationary signal with traditional time-frequency analysis method can effectively extract signal characteristics. But there are great limitations in the strong background noise and weak modulation channel conditions. Hilbert-Huang transform (HHT) is employed as a new approach in micro-Doppler analysis. Simulation results in Matlab software show that it can achieve better performance than smoothed pseudo Wigner-Ville distribution (SPWVD) in different channel conditions.

    Tools

    Get Citation

    Copy Citation Text

    Peng Mingjin, Li Zhi. Analysis and Feature Extraction of Laser Micro-Doppler Signatures Based on Hilbert-Huang Transforms[J]. Chinese Journal of Lasers, 2013, 40(8): 809004

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: holography and information processing

    Received: Mar. 4, 2013

    Accepted: --

    Published Online: Jul. 9, 2013

    The Author Email: Mingjin Peng (pmj1026@163.com)

    DOI:10.3788/cjl201340.0809004

    Topics