虚拟与现实相结合的NAO机器人多层次实验教学研究

Xuan Yi
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摘要

NAO是目前世界上最知名、应用最广泛的教育科研类人机器人。随着计算机技术和云计算的发展,以及人工智能专业的建立,机器人教学在人工智能专业中显得更加重要。人工智能专业是我国高校人才培养计划中新设立的一个专业。其宗旨是培养中国人工智能产业的应用型人才,推动人工智能一流学科建设。MATLAB是商业数学软件。它是用于算法开发、数据可视化、数据分析和数值计算的高级技术计算语言和交互环境。在NAO机器人实验教学中得到了广泛的应用。在机器人理论的教学中,运动学、轨迹规划、动力学和控制等都是比较抽象和复杂的,有大量的公式推导和微分方程。为了提高NAO实验教学质量,本文分析了NAO实验教学的现状及存在的问题。在机器人实验教学的探索与实践中,以NAO机器人为研究对象,利用MATLAB进行机器人仿真与控制实验。提出了一种基于虚拟与现实相结合的NAO机器人多级实验教学方法。多层次实验包括基础实验、设计实验和创新实验三个层次。本文详细描述了三级实验教学的设计与实施过程,并给出了三级实验教学的考核方法、特点和有效性评价。教学结果表明,教学效果良好,能激发学生的学习热情,有助于培养学生的编程能力和创新能力。
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Study on the Multi-Level Experiment Teaching of NAO Robot Combined with Virtual and Reality
: NAO is the most well-known and widely used humanoid robot in education and research in the world. With the development of computer technology and cloud computing, and the establishment of artificial intelligence specialty, robot teaching is more important in artificial intelligence specialty. The artificial intelligence specialty is a new specialty just established in the talent training program of Chinese universities. Its purpose is to cultivate application-oriented talents in China's artificial intelligence industry and promote the construction of first-class disciplines of artificial intelligence. MATLAB is the commercial mathematical software. It is a high-level technical computing language and interactive environment for algorithm development, data visualization, data analysis and numerical calculation. It is widely used in the experimental teaching of NAO robot. In the teaching of robot theory, kinematics, trajectory planning, dynamics and control are relatively abstract and complex, and there are a lot of formula derivation and differential equations. In order to improve the quality of NAO experiment teaching, this paper analyzes the current situation and existing problems in NAO experiment teaching. In the exploration and practice of robot experiment teaching, NAO robot is taken as the research object, and MATLAB is used to carry out robot simulation and control experiments. The paper presents a multi-level experimental teaching method of NAO robot based on the combination of virtual and Reality. The multi-level includes three levels: basic experiment, design experiment and innovative experiment. The paper describes the design and implementation process of the three-level experimental teaching in detail, and gives the assessment methods, characteristics and effectiveness evaluation of the experimental teaching. The teaching results show that the teaching effect is good, can stimulate students' enthusiasm for learning, and help to cultivate students' programming ability and innovation ability.
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