{"title":"Multi-target Tracking Based on Dynamic Cells in Wireless Sensor Networks","authors":"Lin Fan, Zhongmin Wang, Hai Wang","doi":"10.1109/KAM.2009.177","DOIUrl":null,"url":null,"abstract":"To develop effective multi-target tracking system in Wireless Sensor Networks (WSN), researches have been made on the collaborative signal processing (CSP) model and the Load Balancing Tree(LBA). An event triggering multi-target tracking model based on dynamic Cells is brought up. In this paper, the entire region is divided into grids. As a target appeared, the nearest Local Aggregator(LA) awoke all nodes in adjacent eight grids to compose a Cell. Then the Cell began tracking target. Multi-Cell can tracking multitarget independently and simultaneously. The paper defined Main target and Sub-target and divided multi-target tracking into three situations: non-intersection targets, intersection targets with partially overlap Cell, intersection targets with completely overlap Cell. The simulation result proved that the algorithm is timely and effectively.","PeriodicalId":192986,"journal":{"name":"2009 Second International Symposium on Knowledge Acquisition and Modeling","volume":"74 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 Second International Symposium on Knowledge Acquisition and Modeling","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KAM.2009.177","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
To develop effective multi-target tracking system in Wireless Sensor Networks (WSN), researches have been made on the collaborative signal processing (CSP) model and the Load Balancing Tree(LBA). An event triggering multi-target tracking model based on dynamic Cells is brought up. In this paper, the entire region is divided into grids. As a target appeared, the nearest Local Aggregator(LA) awoke all nodes in adjacent eight grids to compose a Cell. Then the Cell began tracking target. Multi-Cell can tracking multitarget independently and simultaneously. The paper defined Main target and Sub-target and divided multi-target tracking into three situations: non-intersection targets, intersection targets with partially overlap Cell, intersection targets with completely overlap Cell. The simulation result proved that the algorithm is timely and effectively.