Modern Robotics, Course 3: Robot Dynamics

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Northwestern University

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Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study. It is not a sampler. In Course 3 of the specialization, Robot Dynamics, you will learn efficient numerical algorithms for forward dynamics (calculating the robot's acceleration given its configuration, velocity, and joint forces and torques) and inverse dynamics (calculating the required joint forces and torques given the robot's configuration, velocity, and acceleration). The former is useful for simulation, and the latter is useful for robot control. You will also learn how to plan robot trajectories subject to dynamic constraints. This course follows the textbook "Modern Robotics: Mechanics, Planning, and Control" (Lynch and Park, Cambridge University Press 2017). You can purchase the book or use the free preprint pdf. You will build on a library of robotics software in the language of your choice (among Python, Mathematica, and MATLAB) and use the free cross-platform robot simulator V-REP, which allows you to work with state-of-the-art robots in the comfort of your own home and with zero financial investment.

现代机器人技术,课程3:机器人动力学:您想知道机器人的工作方式吗?您是否对机器人技术感兴趣?您是否愿意投入精力学习在机器人技术的所有子领域中使用的基本数学建模技术? 如果是这样,那么“现代机器人技术:力学,计划和控制”专业知识可能适合您。该专业由六门短期课程组成,为希望在机器人技术领域工作或进修的认真学生提供了认真的准备。它不是采样器。 在专业课程“机器人动力学”的课程3中,您将学习有效的数值算法,以进行正向动力学(计算机器人的加速度,给定其配置,速度以及关节力和转矩)和逆动力学(计算机器人所需的关节力和转矩)。配置,速度和加速度)。前者可用于仿真,而后者可用于机器人控制。您还将学习如何规划受动态约束的机器人轨迹。 本课程遵循教科书“现代机器人技术:力学,规划和控制”(林奇和帕克,剑桥大学出版社,2017年)。您可以购买该书或使用免费的预印本pdf。您将以自己选择的语言(在Python,Mathematica和MATLAB中)建立在机器人软件库上,并使用免费的跨平台机器人模拟器V-REP,该模拟器可让您使用最新技术机器人在您自己的家中,零财务投资。

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