NDLI: Microwave moisture sensor with nonlinear data processing using artificial neural networks

Content Provider	IEEE Xplore Digital Library
Author	Daschner, F. Knochel, R.
Copyright Year	2001
Description	Author affiliation: Technische Fakultat, Christian-Albrechts-Universitat, Kiel, Germany (Daschner, F.)
Abstract	The application of resonators as sensors for industrial microwave moisture measurement is advantageous, because resonators show a high sensitivity and require only scalar measurement systems. The theoretical background of the measurement procedure often assumes single tuned behaviour of the resonator and only weak distortion of the resonance through the measured material. These assumptions are often not fulfilled in practice and measurements fail. In this paper, artificial neural networks (ANNs) are proposed as a solution. With the example of a fringing field resonator, having odd resonance characteristics, and by using nonlinear data processing, it is shown that density independent moisture measurement is possible with excellent accuracy with the proposed approach. Although the example is on moisture measurement, it is believed, that the approach is applicable to other dielectric measurements based on complex detuning of resonators.
Sponsorship	ISA - Instrum., Syst. & Autom. Soc.
Starting Page	246
Ending Page	250
File Size	365515
Page Count	5
File Format	PDF
ISBN	078036659X
DOI	10.1109/SFICON.2001.968538
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2001-11-07
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Microwave sensors Data processing Moisture measurement Distortion measurement Resonance Sensor systems and applications Microwave measurements Nonlinear distortion Artificial neural networks Dielectric measurements
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

IA-BP optimal algorithm in measuring tobacco moisture content with resonant microwave sensor

Improved BP arithmetic in measuring tobacco moisture by resonant microwave sensor

Soil moisture dielectric measurement using microwave sensor system

Planar resonator sensor for moisture measurements

Time Delay Neural Network Applied for Compensation of Temperature Sensors Nonlinear Dynamics on Hysteresis Measurements

Moisture determination with an artificial neural network from microwave measurements on wheat

Monitoring moisture content in composting systems using a planar resonant sensor

Explicit Inverse of Soil Moisture Retrieval with an Artificial Neural Network Using Passive Microwave Remote Sensing Data

Microwave moisture sensor for rapid and nondestructive grading of peanuts

Microwave moisture sensor with nonlinear data processing using artificial neural networks

Similar Documents

IA-BP optimal algorithm in measuring tobacco moisture content with resonant microwave sensor

Improved BP arithmetic in measuring tobacco moisture by resonant microwave sensor

Soil moisture dielectric measurement using microwave sensor system

Planar resonator sensor for moisture measurements

Time Delay Neural Network Applied for Compensation of Temperature Sensors Nonlinear Dynamics on Hysteresis Measurements

Moisture determination with an artificial neural network from microwave measurements on wheat

Monitoring moisture content in composting systems using a planar resonant sensor

Explicit Inverse of Soil Moisture Retrieval with an Artificial Neural Network Using Passive Microwave Remote Sensing Data

Microwave moisture sensor for rapid and nondestructive grading of peanuts

Microwave moisture sensor with nonlinear data processing using artificial neural networks