Abstract
This paper deals with the problem of adversarial ground target tracking using Unmanned Aerial Vehicles (UAVs) subject to input constraints. For adversarial ground target tracking, tracking performance and UAV safety are two important considerations during tracking controller design. In this paper, a bang-bang heading rate controller is proposed to achieve circular tracking around the target. Exposure avoidance of the UAV to the target and minimizing the exposure time are studied respectively in terms of the initial state of the UAV. The performance of the proposed controller in both cases is also analyzed. Simulation results demonstrate the effectiveness of the proposed approach.
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Lawrence, D., Frew, E., Pisano, W.: Lyapunov vector fields for autonomous unmanned aircraft flight control. AIAA J. Guid. Control Dyn. 31(5), 1220–1129 (2008)
Nelson, D.R., Barber, D.B., McLain, T.W., Beard, R.W.: Vector field path following for miniature air vehicles. IEEE Trans. on Robotics 23(3), 519–529 (2007)
Carole, G.P., Olivier, T., Andre, D., Eric, P.: Receding horizon model-based predictive control for dynamic target tracking: a comparative study. In: AIAA Guidance, Navigation, and Control Conference and Exhibit, Chicago (2009)
Frew, E., Lawrence, D.: Cooperative standoff tracking of moving targets using Lyapunov guidance vector fields. J. Guid. Control. Dyn. 31(2), 290–306 (2008)
Kingston, D., Beard, R.: UAV splay state configuration for moving targets in wind. In: Advances in Cooperative Control and Optimization, pp. 109–128 (2006)
Lee, S.O., Cho, Y.J., Hwang, B.M., You, B.J., Oh, S.R.: A stable target-tracking control for unicycle mobile robots. In: Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1822–1827 (2000)
Rafi, F., Khan, S., Shafiq, K., Shah, M.: Autonomous target following by Unmanned Aerial Vehicles. In: Proceedings of SPIE, vol. 6230, pp. 1–8. Orlando, Florida (2006)
Chen, H., KC Chang, Agate, C.S.: A Dynamic Path Planning Algorithm For UAV Tracking. SPIE, Bellingham (2009)
Chen, H., KC Chang, Agate, C.S.: Tracking with UAV using tangent-plus-Lyapunov vector field guidance. In: 12th International Conference on Information Fusion, Seattle, USA (2009)
Leonard, N.E., Fiorelli, E.: Virtual leaders, artificial potentials and coordinated control of groups. In: Proceedings of the 40th IEEE Conference on Decision and Control, vol. 3. Orlando, Florida (2001)
Yan, J., Guan, X.P., Tan, F.X.: Target tracking and obstacle avoidance for multi-agent systems. International Journal of Autom 7(4), 550–556 (2010)
Tee, K.P., Ge, S.S., Tay, E.H.: Barrier Lyapunov functions for the control of output-constrained nonlinear systems. Automatica 45(4), 918–927 (2009)
Ruz, J., Arevalo, O., de la Cruz, J.M., Pajares, G.: Using MILP for UAVs trajectory optimization under radar detection risk. In: 2006 IEEE Conference on Emerging Technologies and Factory Automation, pp. 957–960 (2006)
Pfeiffer, B., Batta, R., Klamroth, K., Nagi, R.: Path planning for UAVs in the presence of threat zones using probabilistic modeling. Available at http://www.am.uni-erlangen.de/pfeiffer/documents/prob120705.pdf
Dubins, L.E.: On curves of minimal length with a constraints on average curvature, and with prescribed initial and terminal positions and tangents. Am. J. Math. 79, 497–516 (1957)
Boissonnat, J., Crzo, A., Leblond, J.: Shortest paths of bounded curvature in the plane. J. Int. Robot. Syst. 11, 5–20 (1994)
Bui, X.N., Boissonnat, J., Soueres, P., Laumond, J.: Shortest path synthesis for Dubins non-holonomic robot. In: Proceedings of IEEE International Conference on Robotics and Automation, vol. 1, pp. 2–7 (1994)
Ding, X.C., Rahmani, A.R., Egerstedt, M.: Multi-UAV convoy protection: an optimal approach to path planning and coordination. IEEE Trans. on Robotics 26(2), 256–268 (2010)
Zhu, S.Q., Wang, D.W.: Ground Target Tracking Using UAV with Input Constraints. Automatica (2010, submitted)
Techy, L., Woolsey, C.A.: Minimum-time path planning for Unmanned Aerial Vehicles in steady uniform winds. AIAA J. Guid. Control Dyn. 32(6), 1736–1746 (2009)
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Zhu, S., Wang, D. Adversarial Ground Target Tracking Using UAVs with Input Constraints. J Intell Robot Syst 65, 521–532 (2012). https://doi.org/10.1007/s10846-011-9574-4
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DOI: https://doi.org/10.1007/s10846-011-9574-4