机构与机器人中的旋量代数与李群李代数 (戴建生)MEE51172024春 2023春  
2024春 2023春
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选课类别:专业任务 教学语言:英文
课程类别:专业选修课 开课单位:机械与能源工程系
课程层次:未知 获得学分:3.0
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课程简介(教工部数据)
本课程从机构学的基本理论出发,在线性代数和矩阵论的基础上,讲授机构学和机器人学的几何和代数基础。课程讲授直线几何,包括直线的向量方程,射影几何与齐次坐标,平面方程与平面坐标,射线与轴线形式的Plücker坐标,直线系等。在直线几何的基础上,介绍旋量,旋量运算,速度旋量与Mozzi瞬轴,力旋量与Poinsot中心轴定理,互易性,李运算与李括号及其等价原理等。并引进位移算子、指数映射与李群,包括坐标变换与SE(3),位移算子与坐标变换,一般运动的仿射变换及其空间结构与矩阵群,李群、特殊正交群SO(3)与指数映射,Rodrigues参数,Rodrigues方程与Cayley方程,旋转运动的四元数表示法及其与李群、李代数的关联,以及一般运动的对偶四元数法等。课程将引进SE(3)伴随作用的有限位移旋量及其李群运算,包括有限位移旋量算子,有限位移旋量矩阵的Chasles分解及其几何解释,有限位移旋量矩阵的迹与参数,李群表示论与有限位移旋量运动,有限位移旋量矩阵的微分和李代数se(3)的瞬时旋量,和有限位移旋量表示的Chasles运动分解等。基于这些知识的讲授,课程讲授并联机构以及现代机构含变胞连杆机构、折纸折展机构、折体机构等机构。这些知识奠定了课程的最后讲授,引出机构学与机器人的应用,含可展天线、超材料和变胞足式机器人。


Startingfrom the basic theory of mechanisms, this lecture teaches the geometric and algebraicfundamentals of mechanisms and robotics based on necessary mathematical basissuch as vector algebra and matrix theory. The lecture teaches line geometry,including coordinates of points, vectors and lines, vector equation of lines, equationsof planes and plane coordinates, Plückerray coordinates and Plücker axis coordinates, duality of axis and ray coordinates,and line systems. Based on line geometry, the lecture introduces screw algebraand the Lie algebra, including screws, screw parameters, screw operation and screwalgebra, twists and Mozzi’s instantaneous screw axis, wrenches and Poinsot’s centralaxis theorem, analogy between instantaneous kinematics and statics, reciprocity,Lie algebras and the Lie bracket, Lie algebra representation, matrix commutator,and Jacobi identity.Thelecture further introduces finite displacement screws, operators, and Liegroups, including coordinate transformation and SE(3), the rotation operatorand the rotation group SO(3), the Euler-Rodrigues’ Formula and the exponential mapon SO(3), Rodrigues’ parameters, formulae and Cayley’s formula, rigid body displacementin quaternions and Lie groups, and the general displacement with dual quaternions.The lecture also introduces finite displacement-screw operators of SE(3) andLie group actions, including the finite displacement-screw operator and the adjointrepresentation of SE(3), finite displacement-screw matrix decomposition and thegeometrical interpretation, traces of the finite displacement-screw matrix and parametersof the finite displacement screw, finite displacement screw representations, derivativeof the finite displacement-screw matrix and the instantaneous screw of the Lie algebrase(3), and decomposition of Chasles’ motion represented by finite displacementscrews.Based on the teaching of these knowledges, the lecture teaches parallelmechanisms, followed by several famous modern mechanisms, including metamorphicmechanisms, origami mechanisms, and geometrical block-mechanisms. The aboveknowledges lay the foundation for the final lecture of the course and lead tothe application of mechanisms in robotics, including the deployable antenna,the metamaterial and the metamorphic walking robots.
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戴建生

机械与能源工程系

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