{"title":"拒绝服务攻击下基于虚拟凸包的移动传感器网络分布式迭代定位","authors":"Shaojie Yao;Lei Shi;Yong Wang;Rui Liu;Yi Zhou","doi":"10.1109/TSIPN.2025.3587404","DOIUrl":null,"url":null,"abstract":"This paper addresses the problem of cybersecurity in the localization process of mobile sensor networks. A generic model of random periodic denial-of-service (DoS) attacks is considered, where the attacker’s behavior is bounded only by the duration and frequency of the DoS attacks. A class of distributed localization algorithms based on virtual convex hull is proposed, which is abstracted as a linear time-varying system by constructing virtual convex hull using a single anchor node. Using the method combining graph composition and sub-stochastic matrix, it is shown that the algorithm can accurately converge to the true locations of sensor nodes. At last, the effectiveness of the algorithm is verified by simulation examples.","PeriodicalId":56268,"journal":{"name":"IEEE Transactions on Signal and Information Processing over Networks","volume":"11 ","pages":"780-793"},"PeriodicalIF":3.0000,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Virtual Convex Hull Based Distributed Iterative Localization for Mobile Sensor Networks Under Denial-of-Service Attacks\",\"authors\":\"Shaojie Yao;Lei Shi;Yong Wang;Rui Liu;Yi Zhou\",\"doi\":\"10.1109/TSIPN.2025.3587404\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses the problem of cybersecurity in the localization process of mobile sensor networks. A generic model of random periodic denial-of-service (DoS) attacks is considered, where the attacker’s behavior is bounded only by the duration and frequency of the DoS attacks. A class of distributed localization algorithms based on virtual convex hull is proposed, which is abstracted as a linear time-varying system by constructing virtual convex hull using a single anchor node. Using the method combining graph composition and sub-stochastic matrix, it is shown that the algorithm can accurately converge to the true locations of sensor nodes. At last, the effectiveness of the algorithm is verified by simulation examples.\",\"PeriodicalId\":56268,\"journal\":{\"name\":\"IEEE Transactions on Signal and Information Processing over Networks\",\"volume\":\"11 \",\"pages\":\"780-793\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Signal and Information Processing over Networks\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11076139/\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Signal and Information Processing over Networks","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/11076139/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Virtual Convex Hull Based Distributed Iterative Localization for Mobile Sensor Networks Under Denial-of-Service Attacks
This paper addresses the problem of cybersecurity in the localization process of mobile sensor networks. A generic model of random periodic denial-of-service (DoS) attacks is considered, where the attacker’s behavior is bounded only by the duration and frequency of the DoS attacks. A class of distributed localization algorithms based on virtual convex hull is proposed, which is abstracted as a linear time-varying system by constructing virtual convex hull using a single anchor node. Using the method combining graph composition and sub-stochastic matrix, it is shown that the algorithm can accurately converge to the true locations of sensor nodes. At last, the effectiveness of the algorithm is verified by simulation examples.
期刊介绍:
The IEEE Transactions on Signal and Information Processing over Networks publishes high-quality papers that extend the classical notions of processing of signals defined over vector spaces (e.g. time and space) to processing of signals and information (data) defined over networks, potentially dynamically varying. In signal processing over networks, the topology of the network may define structural relationships in the data, or may constrain processing of the data. Topics include distributed algorithms for filtering, detection, estimation, adaptation and learning, model selection, data fusion, and diffusion or evolution of information over such networks, and applications of distributed signal processing.