A Method for Rapid Generation of Passive Dynamic Walking Gait Based on Gait Library

Passive dynamic walking offers an effective way achieving energy-efficient bipedal locomotion. In this paper, we present a method for rapidly generating gaits based on a gait library. Initially, a set of period-1 passive dynamic walking gaits is pre-computed. Then, these gaits are parameterized using Bezier curves. Finally, by employing polynomial regression to fit gait features and parameters, a gait library is constructed. Case studies are conducted on a compass-like biped model and a kneed biped model. The results demonstrate that the gait library is capable of rapidly generating a desired gait within 1 millisecond, with energy consumption almost equivalent to that of passive dynamic walking.

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Publication Details

Published
2024-08-04
DOI
https://doi.org/10.1109/icma61710.2024.10633207
Primary Topic
Gait Recognition and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

A Method for Rapid Generation of Passive Dynamic Walking Gait Based on Gait Library

Lishen Pu, Yixuan Liu, Zhibo Wang, Chunquan Xu
Gait Recognition and Analysis
article

A Method for Rapid Generation of Passive Dynamic Walking Gait Based on Gait Library

Lishen Pu, Yixuan Liu, Zhibo Wang, Chunquan Xu
article en

Abstract

Passive dynamic walking offers an effective way achieving energy-efficient bipedal locomotion. In this paper, we present a method for rapidly generating gaits based on a gait library. Initially, a set of period-1 passive dynamic walking gaits is pre-computed. Then, these gaits are parameterized using Bezier curves. Finally, by employing polynomial regression to fit gait features and parameters, a gait library is constructed. Case studies are conducted on a compass-like biped model and a kneed biped model. The results demonstrate that the gait library is capable of rapidly generating a desired gait within 1 millisecond, with energy consumption almost equivalent to that of passive dynamic walking.

Tongji University (CN)
Nature
Openalex Percentile: Top 88%
Gait Recognition and Analysis
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