Modern Robotics, Course 1: Foundations of Robot Motion

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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 1 of the specialization, Foundations of Robot Motion, you will learn fundamental material regarding robot configurations, for both serial robot mechanisms and robots with closed chains. You will learn about configuration space (C-space), degrees of freedom, C-space topology, implicit and explicit representations of configurations, and holonomic and nonholonomic constraints. You will also learn how to represent spatial velocities and forces as twists and wrenches. This material is at the core of the study of anything that moves (e.g., robots). 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1:机器人运动的基础:您是否想知道机器人的工作方式?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1(机器人运动的基础)中,您将学习有关机器人配置的基本材料,适用于串联机器人机构和闭环机器人。您将了解配置空间(C-space),自由度,C-space拓扑,配置的隐式和显式表示以及完整和非完整约束。您还将学习如何将空间速度和力表示为扭曲和扳手。该材料是研究任何可移动物体(例如机器人)的核心。 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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