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Status已发表Published
TitleEnergy-efficient relay tracking with multiple mobile camera sensors
Creator
Date Issued2018-03-14
Source PublicationComputer Networks
ISSN1389-1286
Volume133Pages:130-140
Abstract

Camera Sensor Networks (CSNs) has been deployed for many applications of video surveillance. In urban road or large buildings, camera sensors are deployed in public places for social security, and target tracking is a typical application of CSNs. Recently, development in electronic technology and image sensors makes it possible to deploy mobile cameras in CSNs. Due to the constraints of limited sensing range, it is necessary for mobile cameras to cooperate with each other to improve tracking quality and reduce moving distance. In this paper, a cooperative relay tracking problem is proposed and proved to be NP-hard. For single target tracking, we design a cooperative relay algorithm, which can shorten the total moving distance of cameras and ensure a continuous tracking for mobile target. Moreover, different from single target tracking problem, we design a genetic algorithm to obtain an available schedule for tracking multiple targets. The effectiveness of the proposed methods are validated by extensive simulation results, which shows that the energy consumed by cameras can be obviously reduced while guaranteeing continuous tracking.

KeywordCamera sensor networks Cooperative relay Mobile cameras Target tracking
DOI10.1016/j.comnet.2018.01.002
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Hardware & ArchitectureComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000428009900010
Scopus ID2-s2.0-85041438089
Citation statistics
Cited Times:16[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/7190
CollectionResearch outside affiliated institution
Corresponding AuthorXie, Mande
Affiliation
1.College of Computer Science and Technology, Huaqiao University, Xiamen, China
2.Department of Computer and Information Sciences, Fordham University, New York, United States
3.School of Computer Science and Information Engineering, Zhejiang Gongshang University, Hangzhou, China
Recommended Citation
GB/T 7714
Wang, Tian,Zeng, Jiandian,Bhuiyan, MD Zakirul Alamet al. Energy-efficient relay tracking with multiple mobile camera sensors[J]. Computer Networks, 2018, 133: 130-140.
APA Wang, Tian., Zeng, Jiandian., Bhuiyan, MD Zakirul Alam., Chen, Yonghong., Cai, Yiqiao., .. & Xie, Mande. (2018). Energy-efficient relay tracking with multiple mobile camera sensors. Computer Networks, 133, 130-140.
MLA Wang, Tian,et al."Energy-efficient relay tracking with multiple mobile camera sensors". Computer Networks 133(2018): 130-140.
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