Permittivity determination by using an Artificial Neural Network

被引：0

作者：

Bartley, PG ^{[1
]}

McClendon, RW ^{[1
]}

Nelson, SO ^{[1
]}

机构：

[1] Univ Georgia, Dept Biol & Agr Engn, Driftmier Engn Ctr, Athens, GA 30602 USA

来源：

IMTC/99: PROCEEDINGS OF THE 16TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS. 1-3 | 1999年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

An Artificial Neural Network (ANN) was trained to determine the dielectric properties of materials from reflection coefficient measurements of an open-ended coaxial probe. The ANN was trained by using measurements made on eleven water/isopropyl alcohol solutions. Coefficient of determination values of 0.999 were obtained. This approach has the potential of greatly simplifying the characterization of new dielectric probe designs.

引用

页码：27 / 30

页数：4

共 19 条

[1] THE MEASUREMENT OF THE PROPERTIES OF MATERIALS [J].

AFSAR, MN ;

BIRCH, JR ;

CLARKE, RN ;

CHANTRY, GW .

PROCEEDINGS OF THE IEEE, 1986, 74 (01) :183-199

[2] Determining moisture content of wheat with an artificial neural network from microwave transmission measurements [J].

Bartley, PG ;

Nelson, SO ;

McClendon, RW ;

Trabelsi, S .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1998, 47 (01) :123-126

[3] An improved technique for permittivity measurements using a coaxial probe [J].

Blackham, DV ;

Pollard, RD .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1997, 46 (05) :1093-1099

[4] MEASUREMENT OF RF PROPERTIES OF MATERIALS A SURVEY [J].

BUSSEY, HE .

PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1967, 55 (06) :1046-+

[5]

*HEWL CO, 1993, US MAN

[6] Application of microwaves and millimeter waves for the characterization of teeth for dental diagnosis and treatment [J].

Hoshi, N ;

Nikawa, Y ;

Kawai, K ;

Ebisu, S .

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1998, 46 (06) :834-838

[7]

Kraszewski A., 1996, Microwave aquametry: Electromagnetic wave interaction with water-containing materials

[8]

LANGHE PD, 1994, IEEE T INSTRUM MEAS, V43, P810

[9] ON THE MEASUREMENT OF THE COMPLEX PERMITTIVITY OF MATERIALS BY AN OPEN-ENDED COAXIAL PROBE [J].

MISRA, D .

IEEE MICROWAVE AND GUIDED WAVE LETTERS, 1995, 5 (05) :161-163

[10]

NELSON SO, 1995, T ASAE, V38, P579, DOI 10.13031/2013.27869

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