ACTA AERONAUTICAET ASTRONAUTICA SINICA >
MUAVs coordinated standoff target tracking by improved RPG method
Received date: 2015-07-10
Revised date: 2015-10-30
Online published: 2015-11-03
Supported by
China Postdoctoral Science Foundation (2014M560877)
The guidance law of multiple unmanned aerial vehicles (MUAVs) for coordinated standoff target tracking consists of two parts, the lateral guidance law which is used for keeping distance with target and longitudinal guidance law which is used for keeping relative phase angle among MUAVs. Reference point guidance (RPG) method could be used for standoff target tracking, but there are some imperfections by this method, e.g., the included angle between UAV's reference line and relative velocity should be acute angle, the turning rate is too small when UAV flies away from target. The improved RPG method is proposed based on the imperfections of the RPG method. The lateral and longitudinal guidance laws of MUAVs for coordinated standoff target tracking are designed, the stability and convergence are analyzed, and the feasibility of this method is demonstrated. Some situations of UAV encircling static target and encircling moving target are simulated separately by the improved RPG method and the original RPG method. By the improved RPG method, UAV could fly to the desired path as fast as it can when it is at arbitrary initial position and in flight direction, and the improved RPG method has higher efficiency than the original RPG method when UAV flies clockwise or counter-clockwise encircling target.
Key words: MUAVs; standoff tracking; guidance; coordinated; target tracking
ZHAO Changchun , LIANG Haoquan , ZHU Ming , WU Zhe , LOU Wenjie . MUAVs coordinated standoff target tracking by improved RPG method[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2016 , 37(5) : 1644 -1656 . DOI: 10.7527/S1000-6893.2015.0294
[1] PENG H, SU F, BU Y L, et al. Cooperative area search for multiple UAVs based on RRT and decentralized receding horizon optimization[C]//Proceedings of 20097th Asian Control Conference. Piscataway, NJ:IEEE Press, 2009:298-303.
[2] MORBIDI F, MARIOTTINI G L. Active target tracking and cooperative localization for teams of aerial vehicles[J]. IEEE Transactions on Control Systems Technology, 2013, 21(5):1694-1707.
[3] TUNA G, MUMCU T V, GULEZ K. Design strategies of unmanned aerial vehicle-aided communication for disaster recovery[C]//Proceedings of 20129th International Conference on High Capacity Optical Networks and Enabling Technologies (HONET). Piscataway, NJ:IEEE Press, 2012:115-119.
[4] FREW E W, LAWRENCE D A. Cooperative stand-off tracking of moving targets by a team of autonomous aircraft:AIAA-2005-6363[R]. Reston:AIAA, 2005.
[5] FREW E W, LAWRENCE D A, MORRIS S. Coordinated standoff tracking of moving targets using Lyapunov guidance vector fields[J]. Journal of Guidance, Control, and Dynamics, 2008, 31(2):290-306.
[6] LAWRENCE D A. Lyapunov vector fields for UAV flock coordination:AIAA-2003-6575[R]. Reston:AIAA, 2003.
[7] FREW E W. Cooperative standoff tracking of uncertain moving targets using active robot networks[C]//Proceedings of International Conference in Robotics and Automation. Piscataway, NJ:IEEE Press, 2007:3277-3282.
[8] WANG L, ZHU H Y, SHEN L C. Cooperative ground moving target standoff tracking using UAVs[C]//The 2nd International Conference on Computer and Automation Engineering (ICCAE). Piscataway, NJ:IEEE Press, 2010:377-382.
[9] 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, 2011:106-108. WANG L. Modeling and optimization multi-UAVs cooperative target tracking[D]. Changsha:National University of Defense Technology, 2011:106-108(in Chinese).
[10] 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.
[11] OH H, KIM S, SHIN H, et al. Coordinated standoff tracking of groups of moving targets using multiple UAVs[C]//Proceedings of 201321st Mediterranean Conference on Control & Automation. Piscataway, NJ:IEEE Press, 2013:969-977.
[12] OH H, KIM S, SHIN H. Coordinated standoff tracking of moving target groups using multiple UAVs[J]. Aerospace and Electronic Systems, 2015, 51(2):1501-1514.
[13] MOHAMAD I, AHMED T H, SIDNEY N G, et al. Using multiple quadrotor aircraft and linear model predictive control for the encirclement of a target[C]//Proceedings of IEEE International Systems Conference. Piscataway, NJ:IEEE Press, 2013:620-627.
[14] KIM S, OH H, TSOURDOS A. Nonlinear model predictive coordinated standoff tracking of a moving ground vehicle[J]. Journal of Guidance, Control, and Dynamics, 2013, 36(2):557-566.
[15] OH H, KIM S, TSOURDOS A, et al. Decentralised standoff tracking of moving targets using adaptive sliding mode control for UAVs[J]. Journal of Intelligent & Robot System, 2014, 76(1):169-183.
[16] YAMASAKI T, BALAKRISHNAN S N, TAKANO H, et al. Coordinated standoff flights for multiple UAVs via second-order sliding modes:AIAA-2015-1770[R]. Reston:AIAA, 2015.
[17] 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.
[18] 王树磊, 魏瑞轩, 郭庆, 等. 面向协同standoff跟踪问题的无人机制导律[J]. 航空学报, 2014, 35(6):1684-1693. WANG S L, WEI R X, GUO Q, et al. UAV guidance law for coordinated standoff target tracking[J]. Acta Aeronautica et Astronautica Sinica, 2014, 35(6):1684-1693(in Chinese).
[19] 王树磊, 魏瑞轩, 郭庆, 等. 面向机动目标跟踪的无人机横侧向制导规律[J]. 北京航空航天大学学报, 2014, 40(6):803-809. WANG S L, WEI R X, GUO Q, et al. UAV lateral guidance law for tracking of maneuvering target[J]. Journal of Beijing University of Aeronautics and Astronautics, 2014, 40(6):803-809(in Chinese).
[20] ZUO Z, LIN T. Hyperbolic tangent function based adaptive trajectory tracking control for quadrotors[C]//Proceedings of the 25th Control and Decision Conference (CCDC). Piscataway, NJ:IEEE Press, 2013:3721-3726.
[21] ZUO Z. Global trajectory tracking control of quadrotors with input constraint[C]//Proceedings of the 32nd Chinese Control Conference (CCC), 2013:4426-4431.
[22] REN W, BEARD R W. Consensus seeking in multiagent systems under dynamically changing interaction topologies[J]. IEEE Transactions on Automatic Control, 2005, 50(5):655-661.
[23] HU J, GENG J, ZHU H. An observer-based consensus tracking control and application to event-triggered tracking[J]. Communications in Nonlinear Science & Numerical Simulation, 2015, 20(2):559-570.
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