Abstract
We address the problem of simultaneously covering an environment and tracking intruders (SCAT). The problem is translated to the task of covering environments with time-varying density functions under the locational optimization framework. This allows for coupling the basic subtasks: task assignment, coverage, and tracking. A decentralized controller with guaranteed exponential convergence is devised. The SCAT algorithm is verified in simulations and on a team of robots.
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References
Cortés, J., Martínez, S., Bullo, F.: Spatially-distributed coverage optimization and control with limited-range interactions. ESIAM: Control, Optimisation and Calculus of Variations 11, 691–719 (2005)
Cortés, J., Martínez, S., Karatas, T., Bullo, F.: Coverage control for mobile sensing networks: Variations on a theme. In: Proceedings of the 10th Mediterranean Conf. on Control and Automation, Lisbon, Portugal, pp. 1–9 (2002)
Cortés, J., Martínez, S., Karatas, T., Bullo, F.: Coverage control for mobile sensing networks. IEEE Transactions on Robotics and Automation 20(2), 243–255 (2004)
Drezner, Z.: Facility Location: A Survey of Applications and Methods. Springer Series in Operations Research. Springer, New York (1995)
Flanders, H.: Differentiation under the integral sign. American Mathematical Monthly 80(6), 615–627 (1973)
Gerkey, B., Vaughan, R.T., Howard, A.: The Player/Stage project: Tools for multi-robot and distributed sensor systems. In: Proceedings of the 11th International Conference on Advanced Robotics, pp. 317–323 (2003)
Lloyd, S.: Least squares quantization in PCM. IEEE Trans. Inform. Theory 28(2), 129–137 (1982)
Michael, N., Fink, J., Kumar, V.: Experimental testbed for large multirobot teams. IEEE Robotics and Automation Magazine 15(1), 53–61 (2008)
Okabe, A., Boots, B., Sugihara, K., Chiu, S.N.: Spatial Tessellations: Concepts and Applications of Voronoi Diagrams, 2nd edn. Wiley Series in Probability and Statistics. Wiley, New york (2000)
Pimenta, L.C.A., Kumar, V., Mesquita, R.C., Pereira, G.A.S.: Sensing and coverage for a network of heterogeneous robots. In: Proc. 47th IEEE Conf. on Decision and Control, Cancun, Mexico, pp. 3947–3952 (2008)
Schwager, M., Slotine, J.-J.E., Rus, D.: Consensus learning for distributed coverage control. In: Proc. IEEE Int. Conf. Robot. Automat., Pasadena, USA, pp. 1042–1048 (2008)
Weber, A.: Theory of the Location of Industries. The University of Chicago Press, Chicago (1929); Translated by Carl. J. Friedrich
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Pimenta, L.C.A. et al. (2009). Simultaneous Coverage and Tracking (SCAT) of Moving Targets with Robot Networks. In: Chirikjian, G.S., Choset, H., Morales, M., Murphey, T. (eds) Algorithmic Foundation of Robotics VIII. Springer Tracts in Advanced Robotics, vol 57. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-00312-7_6
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DOI: https://doi.org/10.1007/978-3-642-00312-7_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-00311-0
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