Affiliation:
1. College of Mechanical and Electrical Engineering, China Jiliang University, Hangzhou 310018, Zhejiang, P. R. China
Abstract
The spine of mammals aids in the stability of locomotion. Central Pattern Generators (CPGs) located in spinal cord can rapidly provide a rhythmic output signal during loss of sensory feedback on the basis of a simulated quadruped agent. In this paper, active spine of quadruped robot is shown to be extremely effective in motion. An active spine model based on the Parallel Kinematic Mechanism (PKM) system and biological phenomena is described. The general principles involved in constructing a neural network coupled with limbs and spine to solve specific problems are discussed. A CPG mathematical model based on Hopf nonlinear oscillators produces rhythmic signal during locomotion is described, where many parameters to be solved must be formulated in terms of desired stability, often subject to vertical stability analysis. Our simulations demonstrate that active spine with setting reasonable CPG parameters can reduce unnecessary lateral displacement during trot gait, improving the stability of quadruped robot. In addition, we demonstrate that physical prototype mechanism provides a framework which shows correctness of simulation, and stability can thus be easily embodied within locomotion.
Funder
Natural Science Foundation of China
Publisher
World Scientific Pub Co Pte Lt
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Software
Cited by
3 articles.
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1. Modeling and Dynamic Locomotion of a Quadruped Robot with Spinal;2024 36th Chinese Control and Decision Conference (CCDC);2024-05-25
2. Modeling and control system design of 6-DOF bionic parallel mechanism with compliant modules;Transactions of the Institute of Measurement and Control;2023-05-21
3. A Mechanism and Control Design of Flexible Spine driven by Pneumatic Artificial Muscles;2022 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI);2022-07