Research on Educational Robot System Based on Vision Processing.

Sensors (Basel)

School of Mechanical Electronic and Information Engineering, China University of Mining and Technology, Beijing 100089, China.

Published: January 2023


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Article Abstract

Aimed at the poor recognition effect of current educational robots on objects with complex shapes and colors and the single design of related experiments, this paper proposes a robot teaching instrument. The robot adopts a servo motor with an encoder, a drive, and a variety of sensors to realize a motor current loop, speed loop, position loop, and closed-loop control functions. Three experimental schemes were designed: a PID adjustment experiment, a robot obstacle avoidance and object-grasping program writing experiment, and a complex object recognition experiment based on cascade classifiers. The robot is conducive to improving students' self-initiative ability, deepening their understanding of PID closed-loop control, multi-sensor fusion, and deep learning knowledge. It can improve students' programming ability, enabling them to effectively combine theory and practice, as well as to comprehensively apply professional knowledge.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864534PMC
http://dx.doi.org/10.3390/s23021038DOI Listing

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