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Nonlinear Model Predictive Control of a Fully-actuated UAV on SE(3) using Acceleration Characteristics of the Structure

机译:利用结构的加速特性对SE(3)上的全动力无人机进行非线性模型预测控制

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This paper presents a nonlinear model predictive control problem of a fully-actuated hexrotor unmanned aerial vehicle. First, mathematical preliminaries of rigid body dynamics are described, and the hexrotor dynamics on the special Euclidean group SE(3) is formulated. By using log operator on the special orthogonal group SO(3), the state error is calculated without relying on local representations such as Euler angles. A quadratic cost function is then defined using the presented state error function, and a nonlinear optimal control problem is considered. Nonlinear model predictive control scheme enables to consider input constraints and the cost of gravity compensation. The numerical simulation result shows that the model predictive controller chooses energy-efficient input for each structure considering its acceleration characteristics.
机译:本文提出了一种全驱动六旋翼无人机的非线性模型预测控制问题。首先,描述了刚体动力学的数学初步,并制定了特殊欧几里得群SE(3)上的六旋翼动力学。通过在特殊正交组SO(3)上使用对数运算符,可以在不依赖于诸如欧拉角之类的局部表示的情况下计算状态误差。然后使用给出的状态误差函数定义二次成本函数,并考虑非线性最优控制问题。非线性模型预测控制方案能够考虑输入约束和重力补偿的成本。数值仿真结果表明,模型预测控制器考虑到其加速特性,为每种结构选择了节能输入。

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