Abstract
The research of target tracking mainly focuses on one-to-one and many-to-one tracking, and occasionally on many-to-many tasks. Compared with single target tracking, multiple target tracking has broader application prospects and important research significance. The core problem of multiple targets tracking is the target assignment. This paper first introduces the improved L1 algorithm, which can realize the target tracking with a single UAV. The global asymptotic stability of the algorithm is also illustrated. Secondly, the time-optimal strategy based on the virtual structure is utilized to solve the target assignment. Finally, the numerical simulations are carried out for the tracking problems of moving targets, and the results verify the effectiveness of the proposed tracking algorithm.
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References
Kanellakis, C., Nikolakopoulos, G.: Survey on computer vision for UAVs: current developments and trends. J. Intell. Rob. Syst. 87(1), 141–168 (2017)
Yao, S.H.: Development status and tendency of UAV. Pract. Electron. 1, 98–100 (2018)
Han, L., Ren, Z., Dong, X.W., et al.: Research on cooperative control method and application for multiple unmanned aerial vehicles. Navig. Position. Timing 5(4), 1–7 (2018)
Lawrence, D.: Lyapunov vector fields for UAV flock coordination. In: 2nd AIAA Unmanned Unlimited Conf. and Workshop & Exhibit. AIAA, pp. 1–9(2003)
Lawrence, D.A., Frew, E.W., Pisano, W.J.: Lyapunov vector fields for autonomous unmanned aircraft flight control. J. Guid. Control Dyn. 31(5), 1220–1229 (2008)
Frew, E.W., Lawrence, D.A., Morris, S.: Coordinated standoff tracking of moving targets using Lyapunov guidance vector fields. J. Guid. Control Dyn. 31(2), 290–306 (2008)
Oh, H., Kim, S.: Persistent standoff tracking guidance using constrained particle filter for multiple UAVs. Aerosp. Sci. Technol. 84, 257–264 (2019)
Park, S., Deyst, J., How, J.: A new nonlinear guidance logic for trajectory tracking. In: AIAA Guidance, Navigation, and Control Conference and Exhibit, AIAA, pp. 1–16(2004)
Park, Sanghyuk., Deyst, John, How, Jonathan P.: Performance and Lyapunov stability of a nonlinear path following guidance method. J. Guid. Control Dyn. 30(6), 1718–1728 (2007)
Lim, S., Kim, Y., Lee, D., et al.: Standoff target tracking using a vector field for multiple unmanned aircrafts. J. Intell. Rob. Syst. 69(1–4), 347–360 (2013)
Yao, P., Honglun, W., Zikang, S.: Cooperative path planning with applications to target tracking and obstacle avoidance for multi-UAVs. Aerosp. Sci. Technol. 54, 10–22 (2016)
Zhang, M., Xia, W.Z.X, Huang, K., et al.: Guidance law for cooperative tracking of a ground target based on leader-follower formation of UAVs. Acta Aeronautica et Astronautica Sinica 39(2), 321–497(2018)
Oh, H., Kim, S., Shin, H., et al.: Coordinated Standoff tracking of moving target groups using multiple UAVs. IEEE Trans. Aerosp. Electron. Syst. 51(2), 1501–1514 (2015)
Boccia, A., Adaldo, A. Dimarogonas, D.V., et al.: Tracking a mobile target by multi-robot circumnavigation using bearing measurements. In: Proceedings of the 56th IEEE Annual Conference on Decision and Control. Miami Beach, FL, US: IEEE, pp. 1076–1081(2017)
Huang, T.Y., Chen X.B.: A geometric method of swarm robot formation controls. In: Proceedings of the 7th World Congress on Intelligent Control and Automation, pp. 3202–3206 (2008)
Li, Q., LIU, G.D.: Planning method for multiple mobile robots form team. Comput. Eng. Appl. 47(2), 242–245 (2011)
Acknowledgements
This works is supported by the National Natural Science Foundation of China (No. 61573286) and Shaanxi Province Key Laboratory of Flight Control and Simulation Technology.
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Lin, C., Shi, J., Huang, D., Zhang, W., Li, W. (2022). Tracking Strategy of Multiple Moving Targets Using Multiple UAVs. In: Yan, L., Duan, H., Yu, X. (eds) Advances in Guidance, Navigation and Control . Lecture Notes in Electrical Engineering, vol 644. Springer, Singapore. https://doi.org/10.1007/978-981-15-8155-7_118
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DOI: https://doi.org/10.1007/978-981-15-8155-7_118
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