Abstract
Complex systems consist of various interconnected components, and they normally display peculiar behaviors. Since individual components interact with each other, the causality is quite complicated. Therefore, it is crucial to reveal the underlying principle of collective behaviors. As one of key research fields, multi-agent systems have attracted significant interest of scholars from various disciplines due to its wide applications. Essentially, multi-agent system is a networked system that consists of a team of agents with sensing, communicating, computing and actuating capability. There are several emerging research directions such as distributed output regulation, set coordination of multi-agent system, and cooperative coverage of multi-agent system. Therein, multi-agent coverage control is the focus of this book.
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References
Waldrop, M.: Complexity: The Emerging Science at the Edge of Order and Chaos. Simon and Schuster, New York (1992)
Couzin, I.D., Krause, J., Franks, N., Levin, S.: Effective leadership and decision-making in animal groups on the move. Nature 433(3), 513–516 (2005)
Anderson, P.: More is different. Science 177(4), 393–396 (1972)
MartÃnez, S., Cortés, J., Bullo, F.: Motion coordination with distributed information. IEEE Control Mag. 27(4), 75–88 (2007)
Ren, W., Beard, R.W.: Distributed Consensus in Multi-vehicle Cooperative Control. Communications and Control Engineering Series. Springer, London (2008)
Lynch, N.A.: Distributed Algorithms. Morgan Kaufmann, San Francisco (1997)
Lin, P., Jia, Y., Li, L.: Distributed robust \(H_{\infty }\) consensus control in directed networks of agents with time-delay. Syst. Control Lett. 57(8), 643–653 (2008)
Reynolds, C.W.: Flocks, herds, and schools: a distributed behavioral model. Comput. Graph. 21(1), 25–34 (1987)
Vicsek, T., Cziroók, A., Ben-Jacob, E., Cohen, O., Shochet, I.: Novel type of phase transition in a system of self-deriven particles. Phys. Rev. Lett. 75(6), 1226–1229 (1995)
Howard, A., Parker, L.E., Sukhatme, G.S.: Experiments with a large heterogeneous mobile robot team: exploration, map**, deployment and detection. Int. J. Robot. Res. 25(3), 431–447 (2006)
Olfati-Saber, R., Fax, J.A., Murray, R.M.: Consensus and cooperation in networked multi-agent systems. Proc. IEEE 95(1), 215–233 (2007)
Lin, P., Jia, Y.: Consensus of second-order discrete-time multi-agent systems with nonuniform time-delays and dynamically changing topologies. Automatica 45(9), 2154–2158 (2009)
Hong, Y., Chen, G., Bushnell, L.: Distributed observers design for leader-following control of multi-agent networks. Automatica 44(5), 846–850 (2008)
Huang, J.: Nonlinear Output Regulation: Theory and Applications. SIAM, Phildelphia (2004)
Francis, B.A., Wonham, W.M.: The internal model principle of control theory. Automatica 12(4), 457–465 (1976)
Hong, Y., Wang, X., Jiang, Z.: Multi-agent coordination with general linear models: a distributed output regulation approach. In: Proceedings of IEEE International Conference on Control and Automation, pp. 137–142, June 9-11. **amen, China (2010)
Wang, X., Hong, Y., Huang, J., Jiang, Z.: A distributed control approach to a robust output regulation problem for linear systems. IEEE Trans. Autom. Control 55(12), 2891–2896 (2010)
Shi, G., Hong, Y.: Global target aggregation and state agreement of nonlinear multi-agent systems with switching topologies. Automatica 45(5), 1165–1175 (2009)
**, M., Ferrari-Trecate, G., Egerstedt, M., Buffa, A.: Containment control in mobile networks. IEEE Trans. Autom. Control 53(8), 1972–1975 (2008)
Johansson, B., Rabi, M., Johansson, M.: A randomized incremental subgradient method for distributed optimization in networked systems. SIAM J. Optim. 20(3), 1157–1170 (2009)
B. Johansson, T. Keviczky, M. Johansson, and K. Johansson, Subgradient methods and consensus algorithms for solving convex optimization problems. In: Proceedings of the IEEE Conference on Decision and Control, pp. 4185–4190. Cancun, Mexico (2008)
Nedić, A., Ozdaglar, A.: Distributed subgradient methods for multi-agent optimization. IEEE Trans. Autom. Control 54(1), 48–51 (2009)
Nedić, A., Ozdaglar, A., Parrilo, P.A.: Constrained Consensus and Optimization in Multi-Agent Networks. IEEE Trans. Autom. Control 55(4), 922–938 (2010)
**ao, L., Johansson, M., Byod, S.: Simultaneous routing and resource allocation via dual decomposition. IEEE Trans. Commun. 52(7), 1136–1144 (2004)
Alba, E., Troya, J.: A survey of parallel distributed genetic algorithms. Complexity 4(4), 31–52 (1999)
Gage, D.W.: Command control for many-robot systems. In: Proceedings of the Annual AUVS Technical Symposium, pp. 22–24. Huntsville, Alabama (1992)
Zhai, C., Hong, Y.: Decentralized sweep coverage algorithm for multi-agent systems with workload uncertainties. Automatica 49(7), 2154–2159 (2013)
Zhai, C., **ao, G., Chen, M.Z.: Distributed sweep coverage algorithm of multi-agent systems using workload memory. Syst. Control Lett. 124, 75–82 (2019)
O’Rourke, J.: Art Gallery Theorems and Algorithms. Oxford University Press, New York (1987)
Du, Q., Faber, V., Gunzburger, M.: Centroidal Voronoi tessellations: applications and algorithms. SIAM Rev. 41(4), 637–676 (1999)
Schwager, M., Slotine, J., Rus, D.: Decentralized adaptive coverage control for networked robots. Int. J. Robot. Res. 28(3), 357–375 (2009)
Luna, J., Fierro, R., Abdallah, C., Wood, J.: An adaptive coverage control algorithm for deployment of nonholonomic mobile sensors. In: Proceedings of IEEE Conference on Decision and Control, pp. 1250–1256. Atlanta (2010)
Drezner, Z.: Facility Location: A Survey of Applications and Methods ser, Springer Series in Operations Research. Springer, New York (1995)
de Silva, V., Ghrist, R.: Coverage in sensor networks via persistent homology. Algebraic Geom. Topol. 7(2), 339–358 (2007)
Choset, H.: Coverage for robotics – a survey of recent results. Ann. Math. Artif. Intell. 31(1), 113–126 (2001)
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, pp. 380–385. Victoria, B.C., Canada (1998)
Butler, Z., Rizzi, A., Hollis, R.: Complete distributed coverage of rectilinear environments. In: Proceedings of the Workshop on the Algorithmic Foundations of Robotics (2000)
Cassandras, C.G., Li, W.: Sensor networks and cooperative control. Eur. J. Control. 11(4–5), 436–463 (2005)
Wagner, I., Lindenbaum, M., Bruckstein, A.: Distributed covering by ant-robots using evaporating traces. IEEE Trans. Robot. Autom. 15(5), 918–933 (1999)
Cheng, T.M., Savkin, A.V.: Decentralized control of mobile sensor networks for triangular blanket coverage. In: American Control Conference, pp. 2903–2908. Baltimore (2010)
Hussein, I.I., Stipanović, D.M.: Effective coverage control for mobile sensor networks with guaranteed collision avoidance. IEEE Trans. Control Syst. Technol. 15(4), 642–657 (2007)
Kumar, S., Lai, T.H., Balogh, J.: On \(k\)-coverage in a mostly slee** sensor networks. In: Proceedings of the 10th International Conference on Mobile Computing and Networking, pp. 144–158. Philadelphia (2004)
Shi, G., Hong, Y.: Region coverage for planar sensor network via sensing sectors. In: Proceedings of IFAC World Congress, pp. 4156–4161. Seoul, Korea (2008)
Song, C., Fan, Y.: Coverage control for mobile sensor networks with limited communication ranges on a circle. Automatica 92, 155–161 (2018)
Meguerdichian, S., Koushanfar, F., Potkonjak, M., et al.: Worst and best-case coverage in sensor networks. IEEE Trans. Mobile Comput. 4(1), 84–92 (2005)
Cheng, T.M., Savkin, A.V.: A distributed self-deployment algorithm for the coverage of mobile wireless sensor networks. IEEE Commun. Lett. 13(11), 877–879 (2009)
Schumacher, C.: Ground moving target engagement by cooperative UAVs. In: Proceedings of American Control Conference, pp. 4502–4505, Portland (2005)
Oh, S., Schenato, L., Chen, P., Sastry, S.: Tracking and coordination of multiple agents using sensor networks: system design, algorithms and experiments. Proc. IEEE 95(1), 234–254 (2007)
Wang, X., Hong, Y., Jiang, Z.: Coverage tracking of a moving target by a group of mobile agents. In: Proceedings of Asian Control Conference, pp. 332–337. Hong Kong, China (2009)
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Zhai, C., Zhang, HT., **ao, G. (2021). Introduction to Multi-agent Cooperative Coverage Control. 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_1
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DOI: https://doi.org/10.1007/978-981-16-7625-3_1
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