Collision-free UAV formation flight using decentralized optimization and invariant sets

被引:47
作者
Borrelli, F [1 ]
Keviczky, T [1 ]
Balas, GJ [1 ]
机构
[1] Univ Minnesota, Dept Aerosp Engn & Mech, Minneapolis, MN 55455 USA
来源
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5 | 2004年
关键词
D O I
10.1109/CDC.2004.1428839
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the problem of formation flight for a set of Unmanned Air Vehicles (UAV). We propose a decentralized control design procedure which guarantees collision avoidance and constraint fulfillment. The control design is based on a decentralized Receding Horizon Control (RHC) scheme [1]. Vehicle collision avoidance is ensured by considering a collision-free emergency maneuver which is implemented when feasibility of the decentralized RHC scheme is lost. Bounds on speed and accelerations are computed off-line using simple polyhedral invariant set computations. Such bounds guarantee that the implementation of the emergency maneuver leads to collision-free trajectories. The proposed decentralized control scheme is formulated as mixed-integer linear programs of small sizes which can be translated into equivalent piecewise affine state-feedback controllers. These controllers can be implemented in real-time once the corresponding look-up tables are downloaded to the hardware platform of the UAVs.
引用
收藏
页码:1099 / 1104
页数:6
相关论文
共 12 条
[1]  
[Anonymous], 2002, AIAA GUID NAV CONTR
[2]  
[Anonymous], P AM CONTR C
[3]  
BORRELLI F, 2003, LECT NOTES CONTROL I, V290
[4]  
BORRELLI F, 2003, COMPARISON MIXED INT
[5]  
DUNBAR WB, 2002, P 41 IEEE C DEC CONT
[6]   Autonomous formation flight [J].
Giulietti, Fabrizio ;
Pollini, Lorenzo ;
Innocenti, Mario .
IEEE Control Systems Magazine, 2000, 20 (06) :34-44
[7]   Computcation of the constrained infinite time linear quadratic regulator [J].
Grieder, P ;
Borrelli, F ;
Torrisi, F ;
Morari, M .
AUTOMATICA, 2004, 40 (04) :701-708
[8]  
Kerrigan E.C., 2000, THESIS U CAMBRIDGE
[9]  
Keviczky T, 2004, P AMER CONTR CONF, P4921
[10]  
KEVICZKY T, 2004, P 43 IEEE C DEC CONT