Joint Detection and Classification of Objects in Complexing Decisions Made by Sensors in Wireless Sensor Networks

An optimal complex algorithm for the joint detection and classification of objects with a radial structure of wireless sensor networks has been developed. This algorithm is based on the processing of decisions about the belonging of an object to a particular class by individual sensors with their ow...

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Published in:	Journal of communications technology & electronics Vol. 68; no. 11; pp. 1304 - 1311
Main Authors:	Parfenov, V. I., Kalininskii, A. A.
Format:	Journal Article
Language:	English
Published:	Moscow Pleiades Publishing 01-11-2023 Springer Springer Nature B.V
Subjects:	Algorithms Classification Communications Engineering Decisions Engineering Networks Sensors Theory and Methods of Signal Processing Wireless sensor networks
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Abstract	An optimal complex algorithm for the joint detection and classification of objects with a radial structure of wireless sensor networks has been developed. This algorithm is based on the processing of decisions about the belonging of an object to a particular class by individual sensors with their own weight, depending on the characteristics of the sensor. The choice of the number and types of sensors used can be carried out on the basis of solving the optimization problem presented in the work.
AbstractList	An optimal complex algorithm for the joint detection and classification of objects with a radial structure of wireless sensor networks has been developed. This algorithm is based on the processing of decisions about the belonging of an object to a particular class by individual sensors with their own weight, depending on the characteristics of the sensor. The choice of the number and types of sensors used can be carried out on the basis of solving the optimization problem presented in the work.
Audience	Academic
Author	Kalininskii, A. A. Parfenov, V. I.
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Copyright	Pleiades Publishing, Inc. 2023. ISSN 1064-2269, Journal of Communications Technology and Electronics, 2023, Vol. 68, No. 11, pp. 1304–1311. © Pleiades Publishing, Inc., 2023. Russian Text © The Author(s), 2023, published in Radiotekhnika i Elektronika, 2023, Vol. 68, No. 11, pp. 1099–1107. COPYRIGHT 2023 Springer
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SubjectTerms	Algorithms Classification Communications Engineering Decisions Engineering Networks Sensors Theory and Methods of Signal Processing Wireless sensor networks
Title	Joint Detection and Classification of Objects in Complexing Decisions Made by Sensors in Wireless Sensor Networks
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