• DocumentCode
    70562
  • Title

    An Adaptive-MSSA-Based Algorithm for Detection of Trapped Victims Using UWB Radar

  • Author

    Hao Lv ; Teng Jiao ; Yang Zhang ; Qiang An ; Miao Liu ; Liang Fulai ; Xijing Jing ; Jianqi Wang

  • Author_Institution
    Dept. of Electron., Fourth Mil. Med. Univ., Xi´an, China
  • Volume
    12
  • Issue
    9
  • fYear
    2015
  • fDate
    Sept. 2015
  • Firstpage
    1808
  • Lastpage
    1812
  • Abstract
    Postdisaster search and rescue is an important application of ultrawideband (UWB) radar systems, which mainly detect trapped victims by their respiratory-motion response. The development of a respiratory-motion detection (RMD) algorithm that can eliminate nonstationary clutter and noise is a challenging task for the application. A new algorithm is proposed to deal with the task in this letter. It uses the multichannel singular spectrum analysis (MSSA) technique to reconstruct the respiratory-motion response detected by a UWB radar. During the reconstruction, the periodicity and range interrelation characteristics of the response are exploited to adaptively identify signal subspaces. The performance of the algorithm is verified both by simulated and real data. The results show its improved performance over the reference algorithms, e.g., a singular-value-decomposition-based algorithm. The adaptive-MSSA-based RMD algorithm has great promise not only in practical use but also for future research of UWB-radar-based human being remote sensing.
  • Keywords
    emergency management; geophysical signal processing; motion measurement; radar detection; radar signal processing; remote sensing by radar; spectral analysis; ultra wideband radar; MSSA technique; RMD algorithm development; UWB-radar-based human being remote sensing; adaptive-MSSA-based RMD algorithm; multichannel singular spectrum analysis; nonstationary clutter; postdisaster search and rescue; respiratory-motion detection; respiratory-motion response; signal subspace identification; singular-value-decomposition-based algorithm; trapped victim detection; ultrawideband radar system application; Algorithm design and analysis; Clutter; Remote sensing; Time series analysis; Trajectory; Ultra wideband radar; Multichannel singular spectrum analysis (MSSA); postdisaster; respiratory-motion detection (RMD) algorithm; trapped victims; ultrawideband (UWB) radar;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2015.2427835
  • Filename
    7110324