• DocumentCode
    1620408
  • Title

    Source localization on solids using Kullback-Leibler discrimination information

  • Author

    Arun, Kattukandy Rajan ; Ong, Eunice ; Khong, Andy W H

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    We propose a new source localization algorithm for the development of a touch interface using surface-mounted sensors. This algorithm allows one to convert a hard surface into a touch pad. The proposed algorithm is based on triangulation using phase transit time-differences-of-arrival (TDOA) between the received signals from the sensors. In this inter-disciplinary research, we analyze the wave propagation of flexural vibration due to an impact on a surface which in turn allows one to gain insights to the frequency spectrum diversity of vibration signals and background noise. We then show how the Kullback-Leibler discrimination information can be used to determine the phase transit time of the vibration signal. The performance of the proposed algorithm is compared with existing TDOA approaches on real surfaces.
  • Keywords
    haptic interfaces; tactile sensors; time-of-arrival estimation; vibrations; Kullback-Leibler discrimination information; background noise; flexural vibration; frequency spectrum diversity; phase transit TDOA; phase transit time-difference-of-arrival; source localization algorithm; surface-mounted sensors; touch interface; touch pad; triangulation; vibration signal; vibration signals; wave propagation; Aluminum; Dispersion; Indexes; Propagation; Sensors; Time frequency analysis; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4577-0029-3
  • Type

    conf

  • DOI
    10.1109/ICICS.2011.6174299
  • Filename
    6174299