Dolgacheva S.A.,Tsapkov Yu.A. The fm-rangefinder signal processing with using neural networks

Dolgacheva Svetlana Alexandrovna
 
Student, Faculty of Physics and Telecommunication,Volgograd State University
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Prospekt Universitetskij, 100, 400062 Volgograd, Russian Federation
 
Tsapkov Yuriy Anatolievich
 
Candidate of Physics and Mathematics, Senior Lector, Department of Radiophysics, Volgograd State University
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Prospekt Universitetskij, 100, 400062 Volgograd, Russian Federation
 
Abstract. The problem of accuracy increase in a frequency modulated rangefinder by application an artificial neural network in signal processing of difference frequency is considered. The design of a network and algorithm of its training are stated. Factors of neural communications are received. Results of numerical experiment on the rangefinder signal processing for a range of distances from 0 to 3 meters are resulted. 
 
Key words: neural network, fm-rangefinder, Doppler locator, parallel calculations, optimization, accuracy increase, recognition.

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The fm-rangefinder signal processing with using neural networks by Dolgacheva S.A.,Tsapkov Yu.A. is licensed under a Creative Commons Attribution 4.0 International License.

Citation in English: Science Journal of Volgograd State University. Mathematics. Physics. Issue 13 2010 pp. 107-112
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