• DocumentCode
    846274
  • Title

    Noncontacting determination of moisture content in bulk materials using sub-nanosecond UWB pulses

  • Author

    Schimmer, Ove ; Gülck, Alexander ; Daschner, Frank ; Piotrowski, Jerzy K. ; Knochel, R.H.

  • Author_Institution
    Microwave Group, Christian-Albrechts-Univ., Kiel, Germany
  • Volume
    53
  • Issue
    6
  • fYear
    2005
  • fDate
    6/1/2005 12:00:00 AM
  • Firstpage
    2107
  • Lastpage
    2113
  • Abstract
    This paper presents a new approach of noncontacting moisture determination in bulk materials utilizing time-domain transmissometry. The described method is independent of the mass per area of the material under test and does not suffer from measurement ambiguities, which are well known from frequency-domain methods. Ultra-wideband quasi-Gaussian monocycle pulses are applied with a cycle width of approximately 400 ps. The measurement signal is transmitted through the material over free space using double-ridged horn antennas. The received signal is acquired in the time domain and analyzed with different methods of data processing. The results obtained with multiple linear regression, principal component analysis, and artificial neural networks are compared with each other. Furthermore, a possible hardware implementation for a dedicated time-domain transmissometer is proposed based on a earlier developed time-domain reflectometer for the determination of food quality.
  • Keywords
    magnetic materials; microwave reflectometry; moisture measurement; time-domain reflectometry; ultra wideband technology; artificial neural networks; bulk materials; data processing; double-ridged horn antennas; food quality determination; frequency-domain methods; measurement signal; multiple linear regression; multivariate calibration; noncontacting moisture determination; principal component analysis; sub-nanosecond UWB pulses; time-domain measurements; time-domain reflectometer; time-domain transmissometry; ultra-wideband quasi-Gaussian monocycle pulse; Antenna measurements; Area measurement; Extraterrestrial measurements; Frequency domain analysis; Frequency measurement; Materials testing; Moisture; Space vector pulse width modulation; Time domain analysis; Ultra wideband technology; Artificial neural networks (ANNs); moisture determination; multivariate calibration; time-domain measurements; ultra-wideband (UWB);
  • fLanguage
    English
  • Journal_Title
    Microwave Theory and Techniques, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9480
  • Type

    jour

  • DOI
    10.1109/TMTT.2005.848765
  • Filename
    1440730