{"title":"无线传感器网络中传感器复杂化决策中的目标联合检测与分类","authors":"V. I. Parfenov, A. A. Kalininskii","doi":"10.1134/s1064226923100121","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Abstract</h3><p>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.</p>","PeriodicalId":50229,"journal":{"name":"Journal of Communications Technology and Electronics","volume":null,"pages":null},"PeriodicalIF":0.4000,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Joint Detection and Classification of Objects in Complexing Decisions Made by Sensors in Wireless Sensor Networks\",\"authors\":\"V. I. Parfenov, A. A. Kalininskii\",\"doi\":\"10.1134/s1064226923100121\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<h3 data-test=\\\"abstract-sub-heading\\\">Abstract</h3><p>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.</p>\",\"PeriodicalId\":50229,\"journal\":{\"name\":\"Journal of Communications Technology and Electronics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.4000,\"publicationDate\":\"2024-01-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Communications Technology and Electronics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1134/s1064226923100121\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Communications Technology and Electronics","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1134/s1064226923100121","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Joint Detection and Classification of Objects in Complexing Decisions Made by Sensors in Wireless Sensor Networks
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.
期刊介绍：
Journal of Communications Technology and Electronics is a journal that publishes articles on a broad spectrum of theoretical, fundamental, and applied issues of radio engineering, communication, and electron physics. It publishes original articles from the leading scientific and research centers. The journal covers all essential branches of electromagnetics, wave propagation theory, signal processing, transmission lines, telecommunications, physics of semiconductors, and physical processes in electron devices, as well as applications in biology, medicine, microelectronics, nanoelectronics, electron and ion emission, etc.
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