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自动化与信息科学期刊
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN 打印: 1064-2315
ISSN 在线: 2163-9337

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自动化与信息科学期刊

DOI: 10.1615/JAutomatInfScien.v31.i4-5.160
pages 120-126

Recognition of Reflected Ultrasonic Signals Using Neural Networks

Roman Kuc
Yale University, Yale, USA
Gennadiy M. Bakan
Training and Complex "Institute of Applied System Analysis" Ministry of Education and Science of Ukraine and National Academy of Sciences of Ukraine at National Technical University of Ukraine"Kiev Polytechnical Institute",Kiev
Victor V. Volosov
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kyiv
Nataliya N. Kussul
Institute of Space Research of National Academy of Sciences of Ukraine and State Space Agency of Ukraine, Kiev, Ukraine
Andrey Yu. Shelestov
National University of Life and Environmental Sciences of Ukraine, Kiev

ABSTRACT

The problem of recognition of reflected ultrasonic signals using a neural classifier of the perception type with a single hidden layer is considered. Results of experiments with different sets of informative features in time domain are given.


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