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
fDate :
6/1/2005 12:00:00 AM
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);
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2005.848765