A Variational Approach To The Optimization of Gait For a Bipedal Robot

Author:

Channon P H1,Hopkins S H1,Pham D T1

Affiliation:

1. Systems Engineering Division, Cardiff School of Engineering, University of Wales College of Cardiff

Abstract

This paper presents a method for optimizing the walking motions of a planar five-link biped. The technique starts with non-linear kinematic and dynamic models for both the single-support and impact stages of motion. A variational technique is then used to derive joint trajectories that minimize a simple cost function. The resulting two-point boundary value problem is solved using a finite difference technique, with trajectories obtained from a simple linearized model as initial conditions. Families of optimal trajectories for different step periods and step lengths are presented.

Publisher

SAGE Publications

Subject

Mechanical Engineering

Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Analysis and Optimization of Gait Cycle of 25-DOF NAO Robot Using Particle Swarm Optimization and Genetic Algorithms;International Journal of Humanoid Robotics;2023-08-19

2. Fitness Shaping on SLIP Locomotion Optimization;2020 IEEE-RAS 20th International Conference on Humanoid Robots (Humanoids);2021-07-19

3. Optimal Stair Climbing Pattern Generation for Humanoids Using Virtual Slope and Distributed Mass Model;Journal of Intelligent & Robotic Systems;2019-01-03

4. From a 3D Passive Biped Walker to a 3D Passivity-Based Controlled Robot;International Journal of Humanoid Robotics;2018-08

5. Fast interpolation and time-optimization with contact;The International Journal of Robotics Research;2014-08

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