Modern Robotics, Course 2: Robot Kinematics

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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 2 of the specialization, Robot Kinematics, you will learn to solve the forward kinematics (calculating the configuration of the "hand" of the robot based on the joint values) using the product-of-exponentials formula. Your efforts in Course 1 pay off handsomely, as forward kinematics is a breeze with the tools you've learned. This is followed by velocity kinematics and statics relating joint velocities and forces/torques to end-effector twists and wrenches, inverse kinematics (calculating joint values that achieve a desired "hand" configuration), and kinematics of robots with closed chains. 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2:机器人运动学:您想知道机器人如何工作吗?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。 在该专业的课程2(机器人运动学)中,您将学习如何使用指数乘积公式求解正向运动学(基于关节值计算机器人“手”的配置)。您在第1课中所做的努力将获得丰硕的回报,因为正向运动学可以帮助您轻松掌握所学的工具。然后是速度运动学和静力学,它们将关节速度和力/转矩与末端执行器的扭转和扳手相关联,反向运动学(计算可达到所需“手”形的关节值),以及闭链机器人的运动学。 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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