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Formation Flight Control of Unmanned Aerial Vehicles Using Model Predictive Control

모델 예측 기법 기반 무인 항공기의 편대 비행 제어 알고리즘

  • 박재만 (서울대학교 기계항공공학부 항공우주신기술연구소) ;
  • 신종호 (서울대학교 기계항공공학부 항공우주신기술연구소) ;
  • 김현진 (서울대학교 기계항공공학부 항공우주신기술연구소)
  • Published : 2008.12.01

Abstract

This paper studies the feasibility of using the nonlinear model predictive control as a formation flight control algorithm for unmanned aerial vehicles. The optimal control inputs for formation flight are calculated through the cost function which incorporates the relative positions of the individual vehicles to maintain a desired formation and also the inequality constraints on inputs and states using the Karush-Kuhn-Tucker conditions. In the nonlinear model predictive control setting, the optimal control inputs are implemented in a receding horizon manner, which is suitable for dealing with dynamic constraints. Numerical simulations are executed for the validation of the proposed scheme.

Keywords

References

  1. A. Das, R. Fierro, V. Kumar, J. Ostrowski, J. Spletzer, and C. Taylor, 'A vision based formation control frame work,' IEEE Trans. Rob. Autom., vol. 18, no. 5, pp. 813-825, Oct. 2002 https://doi.org/10.1109/TRA.2002.803463
  2. R. Sattigeri and A. Calise, 'An adaptive vision-based approach to decentralized formation control,' AIAA 2004-5252, Guidance, Navigation and Control Conference, Providence, RI, Aug. 2004
  3. T. Balch and R. Arkin, 'Behavior-based formation control for multirobot teams,' IEEE Trans. Rob. Autom., vol. 14, no. 6, pp. 926-939, Dec. 1998 https://doi.org/10.1109/70.736776
  4. H. Kim, H. Shim and S. Sastry, 'Nonlinear model predictive tracking control for rotorcraft-base unmanned aerial vehicles,' Proceedings of the American Control Conference, Anchorage, AK, pp. 3576-3581, 2004
  5. D. Mayne, J. Rawlings, C. Rao, and P. Scokaert, 'Constrained model predictive control: stability and optimality,' Automatica, vol. 36, pp. 789-814, 2000 https://doi.org/10.1016/S0005-1098(99)00214-9
  6. P. Falcone, F. Borrelli, J. Asgari, H. Tseng, and D. Hrovat, 'Predictive Active Steering Control for Autonomous Vehicle Systems,' IEEE Trans. Control Systems Technology, vol. 15, no. 3, pp. 566-580, 2007 https://doi.org/10.1109/TCST.2007.894653
  7. P. Falcone, F. Borrelli, J. Asgari, H. Tseng, and D. Hrovat, 'A Model Predictive Control Approach for Combined Braking and Steering in Autonomous Vehicles,' Proceedings of the 15th Mediterranean Conference on Control and Automation, pp. 1-6, 2007
  8. P. Falcone, F. Borrelli, J. Asgari, H. Tseng, and D. Hrovat, 'MPC-Based Yaw and Lateral Stabilization Via Active Front Steering and Braking,' Vehicle System Dynamics, vol. 46, pp. 611-628, 2008 https://doi.org/10.1080/00423110802018297
  9. D. Bertsekas, Nonlinear Programming, Athena Scientific, 1999