Model Predictive Control of a Multi-Rotor with a Slung Load for Avoiding Obstacles

被引:0
|
作者
Son, Clark Youngdong [1 ]
Kim, Taewan [1 ]
Kim, Suseong [1 ]
Kim, H. Jin [1 ]
机构
[1] Seoul Natl Univ, Dept Aerosp Engn, Seoul, South Korea
关键词
multi-rotor; model predictive control; path planning; obstacle avoidance; slung load;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses the control problem of transportation of a slung load by a multi-rotor. Control of the slung load system cannot be achieved with usual controllers for multi rotors because motion of the load is highly coupled with the multi-rotor. Although many controllers have been developed for the system, there still exist several problems. For instance, in trajectory-following control, many previous works make trajectory beforehand, and perform trajectory-following control afterward. Since the time spent to generate trajectories is too long for real-time control applications, alternative efficient algorithms are required. With this in mind, we adopt a fast nonlinear Model Predictive Control (MPC) algorithm. This control framework solves a nonlinear optimal control problem with a finite lime horizon using Sequential Linear Quadratic (SLQ) solver, in MPC. The originally proposed work optimizes the implementation time and successfully conducts real-time waypoint flight of general multi-rotor. Here, we apply the framework to the slung load system. Also, an obstacle-avoidance algorithm suitable for the slung load system is developed for cluttered environments. Numerical simulations are conducted to validate the developed method.
引用
收藏
页码:232 / 237
页数:6
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