Distributed Model Predictive Control for UAVs Collaborative Payload Transport

被引:31
|
作者
Wehbeh, Jad [1 ]
Rahman, Shatil [1 ]
Sharf, Inna [1 ]
机构
[1] McGill Univ, Dept Mech Engn, Montreal, PQ H3A 2K7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
GEOMETRIC CONTROL;
D O I
10.1109/IROS45743.2020.9341541
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 collaborative transport of a payload using several quadrotor vehicles. The payload is assumed to be a rigid body and is attached to the vehicles with rigid rods. The model of the system is presented and is employed to formulate a Model Predictive Controller. The centralized MPC formulation differs from others in the literature in the way the linearized model of the system is employed about a non-equilibrium state-input pair. We then present a decentralized formulation of MPC by distributing the computations among the vehicles. Simulations of both versions of the controller are carried out for a four-quadrotor system carrying out a transport maneuver of a box payload, for a cost penalizing the deviations of the vehicles from the desired trajectory and the attitude perturbations of the payload. The results confirm that the decentralized controller can yield a comparable performance to the centralized MPC implementation, for the same computation time of the two algorithms.
引用
收藏
页码:11666 / 11672
页数:7
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