DocumentCode
3403088
Title
Measurement of displacement parameters for plane elements by the microwave method using neural network tecknologies
Author
Drobakhin, O.O. ; Doronin, A.V. ; Saltykov, D. Yu ; Grigoriev, V.V.
Author_Institution
Inst. of Tech. Mech., NAS of Ukraine, Dnepropetrovsk
fYear
2008
fDate
8-12 Sept. 2008
Firstpage
791
Lastpage
792
Abstract
Series of real experiments for obtaining of reliable data of displacement parameters of a plane object under testing by the microwave interference method using neural network technologies have been carried out. Two mathematical models of neural networks were generated. The first model was created for obtaining the quadratic law of a detector characteristic; the second one was for updating estimations of displacement parameters. The neural network application has reduced the error of estimations.
Keywords
displacement measurement; electrical engineering computing; mathematical analysis; microwave measurement; neural nets; parameter estimation; radiofrequency interference; detector characteristic; displacement parameter estimation; displacement parameter measurement; estimations error; mathematical models; microwave interference method; microwave method; neural network tecknologies; quadratic law; Detectors; Displacement measurement; Interference; Mathematical model; Microwave measurements; Microwave technology; Microwave theory and techniques; Neural networks; Parameter estimation; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave & Telecommunication Technology, 2008. CriMiCo 2008. 2008 18th International Crimean Conference
Conference_Location
Sevastopol, Crimea
Print_ISBN
978-966-335-166-7
Electronic_ISBN
978-966-335-169-8
Type
conf
DOI
10.1109/CRMICO.2008.4676603
Filename
4676603
Link To Document