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
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;
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
DOI :
10.1109/CRMICO.2008.4676603