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题名Energy-efficient relay tracking with multiple mobile camera sensors
作者
发表日期2018-03-14
发表期刊Computer Networks
ISSN/eISSN1389-1286
卷号133页码:130-140
摘要

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.

关键词Camera sensor networks Cooperative relay Mobile cameras Target tracking
DOI10.1016/j.comnet.2018.01.002
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering ; Telecommunications
WOS类目Computer Science, Hardware & ArchitectureComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号WOS:000428009900010
Scopus入藏号2-s2.0-85041438089
引用统计
被引频次:16[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/7190
专题个人在本单位外知识产出
通讯作者Xie, Mande
作者单位
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
推荐引用方式
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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