基于统计解理论的无人机探测观测系统信息通道复杂性研究

IF 0.2 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia Pub Date : 2021-12-24 DOI:10.30837/rt.2021.4.207.11
V. Kartashov, V.O. Pososhenko, V.I. Kolisnyk, A. Kapusta, M. Rybnykov, Y.V. Pershyn, V. Kizka
{"title":"基于统计解理论的无人机探测观测系统信息通道复杂性研究","authors":"V. Kartashov, V.O. Pososhenko, V.I. Kolisnyk, A. Kapusta, M. Rybnykov, Y.V. Pershyn, V. Kizka","doi":"10.30837/rt.2021.4.207.11","DOIUrl":null,"url":null,"abstract":"Currently, unmanned aerial vehicles (UAVs) provide a wide range of useful tasks for humanity, but, on the other hand, they pose a serious threat in economic, military and other areas of human activity. Difficulties in observing UAVs using modern technical means, as well as their relatively low cost, lead to an expansion of the scope of UAVs based illegal actions. Therefore, the protection of various objects against UAVs is a serious scientific and technical task of today. \nSince the possibilities of the known methods of UAV detection are different, the joint use of systems of different types is realized in practice nowadays, in order to increase the informativeness of the obtained data by their joint (complex) processing. \nThe number of publications in this field is constantly increasing, and considerable attention is paid to integrated systems built on the basis of various physical sensors. However, the efficiency of multi-sensor systems with integrated processing of the output signals of the channels in practice remains insufficient. \nThis article is devoted to the study of methods for the synthesis of new, more efficient algorithms for complexing radar, acoustic, optical and infrared information channels of integrated UAV detection and recognition systems, which are performed from the standpoint of statistical theory of radio system optimization. \nThis approach allows synthesizing the optimal (according to the selected quality criterion) complex information processing system, which ensures obtaining the maximum amount of information from the vector process observed at the inputs of information channels. There shown the possibility of constructing an optimal UAV detector with the use of the late strategy of combining information at the level of decisions made in individual channels of the system.","PeriodicalId":41675,"journal":{"name":"Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia","volume":null,"pages":null},"PeriodicalIF":0.2000,"publicationDate":"2021-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Complexing of information channels of UAV detection and observation systems from the statistic solutions theory standpoint\",\"authors\":\"V. Kartashov, V.O. Pososhenko, V.I. Kolisnyk, A. Kapusta, M. Rybnykov, Y.V. Pershyn, V. Kizka\",\"doi\":\"10.30837/rt.2021.4.207.11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Currently, unmanned aerial vehicles (UAVs) provide a wide range of useful tasks for humanity, but, on the other hand, they pose a serious threat in economic, military and other areas of human activity. Difficulties in observing UAVs using modern technical means, as well as their relatively low cost, lead to an expansion of the scope of UAVs based illegal actions. Therefore, the protection of various objects against UAVs is a serious scientific and technical task of today. \\nSince the possibilities of the known methods of UAV detection are different, the joint use of systems of different types is realized in practice nowadays, in order to increase the informativeness of the obtained data by their joint (complex) processing. \\nThe number of publications in this field is constantly increasing, and considerable attention is paid to integrated systems built on the basis of various physical sensors. However, the efficiency of multi-sensor systems with integrated processing of the output signals of the channels in practice remains insufficient. \\nThis article is devoted to the study of methods for the synthesis of new, more efficient algorithms for complexing radar, acoustic, optical and infrared information channels of integrated UAV detection and recognition systems, which are performed from the standpoint of statistical theory of radio system optimization. \\nThis approach allows synthesizing the optimal (according to the selected quality criterion) complex information processing system, which ensures obtaining the maximum amount of information from the vector process observed at the inputs of information channels. There shown the possibility of constructing an optimal UAV detector with the use of the late strategy of combining information at the level of decisions made in individual channels of the system.\",\"PeriodicalId\":41675,\"journal\":{\"name\":\"Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.2000,\"publicationDate\":\"2021-12-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.30837/rt.2021.4.207.11\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30837/rt.2021.4.207.11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

目前,无人驾驶飞行器(uav)为人类提供了广泛的有用任务,但另一方面,它们在经济、军事和其他人类活动领域构成了严重威胁。利用现代技术手段观察无人机的困难,以及它们相对较低的成本,导致无人机非法行为的范围扩大。因此,保护各种物体免受无人机攻击是当今一项严肃的科学技术任务。由于已知的无人机探测方法的可能性不同,目前在实践中实现了不同类型系统的联合使用,通过对所获得数据的联合(复杂)处理来增加数据的信息量。该领域的出版物数量不断增加,在各种物理传感器的基础上构建的集成系统受到了相当大的关注。然而,在实际应用中,对各通道输出信号进行综合处理的多传感器系统的效率仍然不足。本文从无线电系统优化统计理论的角度出发,研究了综合无人机探测识别系统中雷达、声、光、红外信息通道复杂化的新型、高效算法的合成方法。该方法允许合成最优(根据选定的质量标准)复杂信息处理系统,确保从信息通道输入处观察到的矢量过程中获得最大数量的信息。显示了使用在系统的各个通道中做出决策的级别上组合信息的后期策略构建最佳UAV探测器的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Complexing of information channels of UAV detection and observation systems from the statistic solutions theory standpoint
Currently, unmanned aerial vehicles (UAVs) provide a wide range of useful tasks for humanity, but, on the other hand, they pose a serious threat in economic, military and other areas of human activity. Difficulties in observing UAVs using modern technical means, as well as their relatively low cost, lead to an expansion of the scope of UAVs based illegal actions. Therefore, the protection of various objects against UAVs is a serious scientific and technical task of today. Since the possibilities of the known methods of UAV detection are different, the joint use of systems of different types is realized in practice nowadays, in order to increase the informativeness of the obtained data by their joint (complex) processing. The number of publications in this field is constantly increasing, and considerable attention is paid to integrated systems built on the basis of various physical sensors. However, the efficiency of multi-sensor systems with integrated processing of the output signals of the channels in practice remains insufficient. This article is devoted to the study of methods for the synthesis of new, more efficient algorithms for complexing radar, acoustic, optical and infrared information channels of integrated UAV detection and recognition systems, which are performed from the standpoint of statistical theory of radio system optimization. This approach allows synthesizing the optimal (according to the selected quality criterion) complex information processing system, which ensures obtaining the maximum amount of information from the vector process observed at the inputs of information channels. There shown the possibility of constructing an optimal UAV detector with the use of the late strategy of combining information at the level of decisions made in individual channels of the system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia
Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
33.30%
发文量
0
期刊最新文献
Combined heat conductive boards with polyimide dielectrics Synthesis and analysis of the trace detector of air objects of an interrogating radar system Creating a call center test bench for load balancing Asterisk servers in a cluster Current state and development trends of class E oscillators: an overview Experimental studies of a lidar emitter built according to the oscillator-amplifier scheme
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1