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Cooperative relay tracking with multiple mobile camera sensors

Published: 12 May 2017 Publication History

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.

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Cited By

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  • (2021)Review on Target Tracking Method in Multimedia Wireless Sensor Networks2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM)10.1109/ICSECS52883.2021.00065(320-324)Online publication date: Aug-2021
  • (2019)Efficient physical intrusion detection in Internet of ThingsComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2019.02.019154:C(28-46)Online publication date: 8-May-2019

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cover image ACM Other conferences
ACM TURC '17: Proceedings of the ACM Turing 50th Celebration Conference - China
May 2017
371 pages
ISBN:9781450348737
DOI:10.1145/3063955
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 12 May 2017

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Author Tags

  1. camera sensor networks
  2. cooperative relay
  3. mobile cameras
  4. target tracking

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  • (2021)Review on Target Tracking Method in Multimedia Wireless Sensor Networks2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM)10.1109/ICSECS52883.2021.00065(320-324)Online publication date: Aug-2021
  • (2019)Efficient physical intrusion detection in Internet of ThingsComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2019.02.019154:C(28-46)Online publication date: 8-May-2019

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