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Time dependent control Lyapunov functions and hybrid zero dynamics for stable robotic locomotion

Kolathaya, Shishir and Hereid, Ayonga and Ames, Aaron D. (2016) Time dependent control Lyapunov functions and hybrid zero dynamics for stable robotic locomotion. In: 2016 American Control Conference (ACC). IEEE , Piscataway, NJ, pp. 3916-3921. ISBN 978-1-4673-8682-1. https://resolver.caltech.edu/CaltechAUTHORS:20190208-084733458

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Abstract

Implementing state-based parameterized periodic trajectories on complex robotic systems, e.g., humanoid robots, can lead to instability due to sensor noise exacerbated by dynamic movements. As a means of understanding this phenomenon, and motivated by field testing on the humanoid robot DURUS, this paper presents sufficient conditions for the boundedness of hybrid periodic orbits (i.e., boundedness of walking gaits) for time dependent control Lyapunov functions. In particular, this paper considers virtual constraints that yield hybrid zero dynamics with desired outputs that are a function of time or a state-based phase variable. If the difference between the phase variable and time is bounded, we establish exponential boundedness to the zero dynamics surface. These results are extended to hybrid dynamical systems, establishing exponential boundedness of hybrid periodic orbits, i.e., we show that stable walking can be achieved through time-based implementations of state-based virtual constraints. These results are verified on the bipedal humanoid robot DURUS both in simulation and experimentally; it is demonstrated that a close match between time based tracking and state based tracking can be achieved as long as there is a close match between the time and phase based desired output trajectories.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/ACC.2016.7525524DOIArticle
ORCID:
AuthorORCID
Kolathaya, Shishir0000-0001-8689-2318
Hereid, Ayonga0000-0002-4156-2013
Ames, Aaron D.0000-0003-0848-3177
Additional Information:© 2016 IEEE. This work is supported by the National Science Foundation through grants CNS-0953823 and CNS-1136104.
Funders:
Funding AgencyGrant Number
NSFCNS-0953823
NSFCNS-1136104
Record Number:CaltechAUTHORS:20190208-084733458
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20190208-084733458
Official Citation:S. Kolathaya, A. Hereid and A. D. Ames, "Time dependent control Lyapunov functions and hybrid zero dynamics for stable robotic locomotion," 2016 American Control Conference (ACC), Boston, MA, 2016, pp. 3916-3921. doi: 10.1109/ACC.2016.7525524
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:92780
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:08 Feb 2019 17:22
Last Modified:03 Oct 2019 20:48

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