Linear Quadratic Control for Quadrotors UAVs Dynamics and Formation Flight

被引:142
|
作者
Rinaldi, F. [1 ,2 ]
Chiesa, S. [1 ,2 ]
Quagliotti, F. [1 ,2 ]
机构
[1] Politecnico Torino, Dipartimento Ingn Meccan Aerospaziale, Corso Duca Abruzzi 24, I-10129 Turin, Italy
[2] Politecn Torino, Dipartimento Ingn Meccan & Aerosp, I-10129 Turin, Italy
关键词
Quadrotor; UAV; UAS; LQR; Neural networks; Formation flight; Swarm;
D O I
10.1007/s10846-012-9708-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cooperative control of Unmanned Aerial Vehicles (UAVs) is currently being researched for a wide range of applications. Applicability of aerial unmanned systems might be increased by formation flight. After a necessary overview of quadrotor flight dynamics and linear quadratic control fundamentals, this control technique is applied to the full quadrotor dynamics. Then the more recent and challenging neural networks based control strategy is introduced from a theoretical perspective and applied to the quadrotor vertical dynamics; the results are compared with the relevant linear quadratic controlled behaviour. Finally, based on the developed single-quadrotor control architectures, a practical leader-follower formation concept is simulated, both for the linear quadratic and the neural networks based approach.
引用
收藏
页码:203 / 220
页数:18
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