• DocumentCode
    624297
  • Title

    Impact identification using matched filtering and spectral cross correlation

  • Author

    Norwood, David E. ; Simpson, Andrew E. ; Mahajan, Satish M.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Tennessee Technol. Univ., Cookeville, TN, USA
  • fYear
    2013
  • fDate
    4-7 April 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Matched filtering is a common method for analyzing known waveforms of interest. From analyzing images for target recognition, to identifying coding within a noisy transmission, matched filtering via cross correlation is commonly used. This paper presents an implementation for identifying impacts using an accelerometer and matched filtering via cross correlation. Matlab was used for proof of concept and simulation. The Altera DE2 FPGA development board employing matched filters and Labview employing spectral cross correlation were used for the real-time implementation.
  • Keywords
    accelerometers; correlation methods; field programmable gate arrays; filtering theory; impact (mechanical); matched filters; mathematics computing; mechanical variables measurement; virtual instrumentation; Altera DE2 FPGA development board; Labview; Matlab; accelerometer; impact identification; matched filtering; spectral cross correlation; Accelerometers; Correlation; Finite impulse response filters; Force; MATLAB; Matched filters; FPGA; accelerometer; impact identification; matched filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Southeastcon, 2013 Proceedings of IEEE
  • Conference_Location
    Jacksonville, FL
  • ISSN
    1091-0050
  • Print_ISBN
    978-1-4799-0052-7
  • Type

    conf

  • DOI
    10.1109/SECON.2013.6567515
  • Filename
    6567515