Abstract
This chapter proposes a novel sweep coverage formulation for a multi-agent system to cover a region with uncertain workload density, and it provides a decentralized coverage algorithm based on the formulation. To achieve the coverage, the concerned region is divided into a finite number of stripes, and the algorithm incorporates two operations on stripes: workload partition and swee**. The theoretical analysis is conducted for the proposed algorithm with an estimation for the error between the actual coverage time and the optimal time.
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References
Anderson, B., Yu, B., Fidan, B., Hendrickx, J.: Rigid graph control architectures for autonomous formations. IEEE Control Syst. Mag. 28(6), 48–63 (2008)
Nancy, A.: Lynch Distributed Algorithms. Morgan Kaufmann (1997)
Hong, Y., Hu, J., Gao, L.: Tracking control for multi-agent consensus with an active leader and variable topology. Automatica 42(9), 1177–1182 (2006)
Chen, Z., Zhang, H.: No-beacon collective circular motion of jointly connected multi-agents. Automatica 47(9), 1929–1937 (2011)
Cortés, J., MartÃnez, S., Karatas, T., Bullo, F.: Coverage control for mobile sensing network. IEEE Trans. Robot. Autom. 20(2), 243–255 (2004)
Cassandras, C.G., Li, W.: Sensor networks and cooperative control. Eur. J. Control. 11(4–5), 436–463 (2005)
Hussein, I.I., Stipanović, D.: Effective coverage control for mobile sensor networks with guaranteed collision avoidance. IEEE Trans. Control Syst. Technol. 15(4), 642–657 (2007)
Wang, Y., Hussein, I.I.: Awareness coverage control over large-scale domains with intermittent communications. IEEE Trans. Autom. Control 55(8), 1850–1859 (2010)
Cheng, T., Savkin, A.: A distributed self-deployment algorithm for the coverage of mobile wireless sensor networks. IEEE Commun. Lett. 13(11), 877–879 (2009)
Gage, D.: Command control for many-robot systems. In: Proceedings of the 19th Annual AUVS Teachnical Symposium, pp. 22–24. Huntsville, Alabama (1992)
Cheng, T., Savkin, A.: Decentralized coordinated control of a vehicle network for deployment in sweep coverage. In: Proceedings of the IEEE International Conference on Control and Automation, pp. 275–279. Christchurch, New Zealand (2009)
Hu, X., Huang, Y., Cheng, D.: Optimal design of grazing behavior for multi-agent robots. In: Cheng, D., Sun, Y., Shen, T., Ohmori, H., (eds.), Advanced Robust and Adaptive Control, pp. 71–84. Tsinghua University Press, Beiijng (2005)
Choset, H.: Coverage of known spaces: The boustrophedon cellular decomposition. Auton. Robot. 9(3), 247–253 (2000)
Butler, Z., Rizzi, A., Hollis, R.: Complete distributed coverage of rectilinear environments. In: Proceedings of the Workshop on the Algorithmic Foundations of Robotics (2000)
Min, T., Yin, H.: A decentralized approach for cooperative swee** by multiple mobile robots. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 13-17, vol. 1, pp. 380–385 (1998)
Wagner, I., Lindenbaum, M., Bruckstein, A.: Distributed covering by ant-robots using evaporating traces. IEEE Trans. Robot. Autom. 15(5), 918–933 (1999)
Choset, H.: Coverage for robotics-A survey of recent results. Ann. Math. Artif. Intell. 31(1–4), 113–126 (2001)
Demmel, J.: Applied Numerical Linear Algebra. SIAM, Philadelphia (1997)
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Zhai, C., Zhang, HT., **ao, G. (2021). Decentralized Cooperative Sweep Coverage Algorithm in Uncertain Environments. In: Cooperative Coverage Control of Multi-Agent Systems and its Applications. Studies in Systems, Decision and Control, vol 408 . Springer, Singapore. https://doi.org/10.1007/978-981-16-7625-3_3
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DOI: https://doi.org/10.1007/978-981-16-7625-3_3
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