UAV lateral guidance law for tracking of maneuvering target
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摘要: 现有的standoff跟踪制导方法在进行机动目标跟踪时不能同时满足响应速度和稳态精度的要求.对用于航路跟踪的参考点制导法(RPG,Reference Point Guidance)进行改进,推导了无人机(UAV,Unmanned Aerial Vehicle)在跟踪机动目标时的横侧向制导规律.采用二阶非线性微分方程对UAV和目标相对距离的调节过程进行建模,在此基础上分析了改进后RPG的渐近稳定性.仿真结果表明,相比Lyapunov向量场(LVFG,Lyapunov Vector Field Guidance)和模型预测控制(MPC,Model-based Predictive Control)的制导方法,改进RPG的跟踪误差和时间乘以误差绝对值积分(ITAE,Integrated Time Absolute Error)指标均优于LVFG和MPC.因此,所提制导规律能够对机动目标的运动进行有效补偿,并具有更快的响应速度、更高的稳态精度和较好的实时性.
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关键词:
- 无人机 /
- standoff跟踪 /
- 制导 /
- 非线性 /
- 渐近稳定性 /
- 参考点制导法 /
- Lyapunov向量场
Abstract: The existing lateral guidance law for standoff target tracking either converges slowly or has a large steady state error when tracking a maneuvering target. The reference point guidance (RPG) for path following problem was modified as lateral guidance law of unmanned aerial vehicle (UAV) for tracking a maneuvering target. The convergent process of relative distance between and target was modeled by two-dimensional nonlinear differential equations, and then the asymptotic stability of modified RPG was demonstrated. Simulation shows that, the modified RPG has smaller tracking error and integrated time absolute error (ITAE) compared to the methods of Lyapunov vector field guidance (LVFG) and model-based predictive control (MPC), thus the proposed guidance law makes an efficient compensation of the motion of maneuvering target, and has higher steady state accuracy and higher real-time performance. -
[1] 王林. 多无人机协同目标跟踪问题建模与优化技术研究[D].长沙:国防科学技术大学,2011 Wang Lin.Modeling and optimization multi-UAVs cooperative target tracking[D].Changsha:National University of Defense Technology,2011(in Chinese) [2] Frew E W, Lawrence D A.Cooperative stand-off tracking of moving targets by a team of autonomous aircraft[C]//AIAA Guidance,Navigation,and Control Conference.Reston,VA:AIAA,2005:4885-4895 [3] Lawrence D A, Frew E W,Pisano W J.Lyapunov vector fields for autonomous UAV flight control[C]//AIAA Guidance,Navigation,and Control Conference.Reston,VA:AIAA,2007:78-99 [4] Frew E W, Lawrence D A.Coordinated standoff tracking of moving targets using Lyapunov guidance vector fields[J].AIAA Journal of Guidance,Control,and Dynamics,2008,31(2): 290-306 [5] Yoon S, Kim Y.Decentralized phase angle control for standoff tracking using multiple unmanned aircraft[C]//International Conference on Control,Automation and Systems.Piscataway,NJ:IEEE,2010:2124-2127 [6] Lim S, Kim Y,Lee D,et al.Standoff target tracking using a vector field for multiple unmanned aircrafts[J].Journal of Intelligent and Robotic Systems,2013,69(1-4):347-360 [7] 周炜. 多无人机协同目标跟踪飞行控制关键技术研究[D].西安:空军工程大学,2010 Zhou Wei.Research on the key techniques of cooperative target tracking flight control for multi-UAV[D].Xi'an:Air Force Engineering University,2010(in Chinese) [8] Prévost C G, Thériault O,Desbiens A.Receding horizon model-based predictive control for dynamic target tracking:a comparative study[C]//AIAA Guidance,Navigation,and Control Conference and Exhibit.Reston,VA:AIAA,2009:1-9 [9] 席裕庚,李德伟, 林姝.模型预测控制——现状与挑战[J].自动化学报,2013,39(3):222-236 Xi Yugeng,Li Dewei,Lin Shu.Model predictive control:status and challenges[J].Acta Automatica Sinica,2013,39(3):222-236(in Chinese) [10] Ducard G, Kulling K C,Geering H P.A simple and adaptive on-line path planning system for a UAV[C]//Proceedings of the 15th Mediterranean Conference on Control and Automation.Piscataway,NJ:IEEE,2007:1-6 [11] Park S, Deyst J,How J P.Performance and Lyapunov stability of a nonlinear path-following guidance method[J].Journal of Guidance,Control,and Dynamics,2007,30(6):1718-1728 [12] 陈宗基, 魏金钟,王英勋,等.无人机自主控制等级及其系统结构研究[J].航空学报,2011,32(6):1075-1083 Chen Zongji,Wei Jinzhong,Wang Yingxun,et al.UAV autonomous control levels and system structure[J].Acta Aeronautica et Astronautica Sinica,2011,32(6):1075-1083(in Chinese) [13] Blanchini F. Set invariance in control[J].Automatica,1999, 35(11): 1747-1767 [14] Khalil H K. Nonlinear systems[M].3rd ed.Upper Saddle River:Prentice Hall,2002:111-174
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