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Spill detection and perimeter surveillance via distributed swarming agents

Publication ,  Journal Article
Zhang, G; Fricke, GK; Garg, DP
Published in: IEEE/ASME Transactions on Mechatronics
January 1, 2013

The problem of perimeter detection and monitoring has a variety of applications. In this paper, a hybrid system of finite states is proposed for multiple autonomous robotic agents with the purpose of hazardous spill perimeter detection and tracking. In the system, each robotic agent is assumed to be in one of three states: searching, pursuing, and tracking. The agents are prioritized based on their states, and a potential field is constructed for agents in each state. For an agent in the tracking state, the agents location and velocity as well as those of its closest leading and trailing agents are utilized to control its movement. The convergence of the tracking algorithm is analyzed for multiple spills under certain conditions. Simulation and experiment results show that with the proposed method, the agents can successfully detect and track the spills of various shapes, sizes, and movements. © 1996-2012 IEEE.

Duke Scholars

Published In

IEEE/ASME Transactions on Mechatronics

DOI

ISSN

1083-4435

Publication Date

January 1, 2013

Volume

18

Issue

1

Start / End Page

121 / 129

Related Subject Headings

  • Industrial Engineering & Automation
  • 4009 Electronics, sensors and digital hardware
  • 4007 Control engineering, mechatronics and robotics
  • 0913 Mechanical Engineering
  • 0910 Manufacturing Engineering
  • 0906 Electrical and Electronic Engineering
 

Citation

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Zhang, G., Fricke, G. K., & Garg, D. P. (2013). Spill detection and perimeter surveillance via distributed swarming agents. IEEE/ASME Transactions on Mechatronics, 18(1), 121–129. https://doi.org/10.1109/TMECH.2011.2164578
Zhang, G., G. K. Fricke, and D. P. Garg. “Spill detection and perimeter surveillance via distributed swarming agents.” IEEE/ASME Transactions on Mechatronics 18, no. 1 (January 1, 2013): 121–29. https://doi.org/10.1109/TMECH.2011.2164578.
Zhang G, Fricke GK, Garg DP. Spill detection and perimeter surveillance via distributed swarming agents. IEEE/ASME Transactions on Mechatronics. 2013 Jan 1;18(1):121–9.
Zhang, G., et al. “Spill detection and perimeter surveillance via distributed swarming agents.” IEEE/ASME Transactions on Mechatronics, vol. 18, no. 1, Jan. 2013, pp. 121–29. Scopus, doi:10.1109/TMECH.2011.2164578.
Zhang G, Fricke GK, Garg DP. Spill detection and perimeter surveillance via distributed swarming agents. IEEE/ASME Transactions on Mechatronics. 2013 Jan 1;18(1):121–129.

Published In

IEEE/ASME Transactions on Mechatronics

DOI

ISSN

1083-4435

Publication Date

January 1, 2013

Volume

18

Issue

1

Start / End Page

121 / 129

Related Subject Headings

  • Industrial Engineering & Automation
  • 4009 Electronics, sensors and digital hardware
  • 4007 Control engineering, mechatronics and robotics
  • 0913 Mechanical Engineering
  • 0910 Manufacturing Engineering
  • 0906 Electrical and Electronic Engineering