Design of a Low-Cost Quadruped Robot for Education

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Authors: Wanyi Li, Linxi Jiang, Xiaohua Wang, Yinhui Zhu, Wei Huang, Zhongxing Peng
Cited by: 0

Abstract

This paper introduces the design and validation of a low-cost quadruped robot named “CommaPi”, developed specifically for educational use. It significantly reduces expense through optimized mechanical design and simplified control strategies. This cost reduction enhances accessibility for educational institutions in developing regions. We provide a comprehensive analysis of the robot’s kinematic and dynamic modeling. Both forward and inverse kinematics are derived to facilitate accurate foot-tip trajectory planning. To generate smooth and stable motion, a trot gait pattern is implemented along with an analytical cycloidal trajectory generation method based on sinusoidal interpolation. This approach effectively lowers computational demand while maintaining adequate leg lift height and ensuring soft landings. Simulations conducted in MATLAB verify the kinematic model and demonstrate the efficacy of the planned trajectories, revealing smooth motion profiles and expected displacement trends.

Fields of Study & Subjects

Robotic Locomotion and Control Educational Robotics and Engineering Robotic Mechanisms and Dynamics

Publication details

Journal / source
Frontiers in artificial intelligence and applications
Publication date
27 January 2026
Document type
Book chapter