Title | Cooperative relay tracking with multiple mobile camera sensors |
Creator | |
Date Issued | 2017-05-12 |
Conference Name | 50th ACM Turing Conference - China, ACM TUR-C 2017 |
Source Publication | ACM International Conference Proceeding Series
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ISBN | 978-145034873-7 |
Volume | Part F127754 |
Conference Date | MAY 12-14, 2017 |
Conference Place | Shanghai, CHINA |
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. Since mobile camera sensors can move toward target to achieve a close and high quality monitoring, we propose to track the target with mobile cameras. 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. We proposed a novel cooperative relay method for mobile cameras based on expected values (a selection metric) with several provable properties, which can shorten the total moving distance of cameras and ensure a continuous tracking for mobile target. The effectiveness of the proposed method is validated by extensive simulation results, which shows that the total moving distance of cameras can be obviously reduced while guaranteeing continuous tracking. |
Keyword | Camera Sensor Networks Cooperative relay Mobile cameras Target tracking |
DOI | 10.1145/3063955.3063998 |
URL | View source |
Language | 英语English |
Scopus ID | 2-s2.0-85021244471 |
Citation statistics |
Cited Times [WOS]:0
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Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/7228 |
Collection | Research outside affiliated institution |
Affiliation | 1.Huaqiao University, Xiamen, China 2.Fordham University, New York, United States |
Recommended Citation GB/T 7714 | Zeng, Jiandian,Wang, Tian,Bhuiyan, M. D.Zakirul Alam. Cooperative relay tracking with multiple mobile camera sensors[C], 2017. |
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