Back to Search Start Over

Reactive Gait Composition With Stability: Dynamic Walking Amidst Static and Moving Obstacles.

Authors :
Narkhede, Kunal Sanjay
Motahar, Mohamad Shafiee
Veer, Sushant
Poulakakis, Ioannis
Source :
Journal of Dynamic Systems, Measurement, & Control. Sep2024, Vol. 146 Issue 5, p1-16. 16p.
Publication Year :
2024

Abstract

This paper presents a modular approach to motion planning with provable stability guarantees for robots that move through changing environments via periodic locomotion behaviors. We focus on dynamic walkers as a paradigm for such systems, although the tools developed in this paper can be used to support general compositional approaches to robot motion planning with dynamic movement primitives (DMPs). By formulating the planning process as a switching system with multiple equilibria (SSME), we prove that the system's evolution remains within explicitly characterized trapping regions in the state space under suitable constraints on the frequency of switching among the DMPs. These conditions encapsulate the low-level stability limitations in a form that can be easily communicated to the planner. Furthermore, we show how the available primitives can be safely composed online in a receding horizon manner to enable the robot to react to moving obstacles. The proposed framework can be applied in a wide class of 3D bipedal walking models, and offers a modular approach for integrating readily available low-level locomotion control and high-level planning methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00220434
Volume :
146
Issue :
5
Database :
Academic Search Index
Journal :
Journal of Dynamic Systems, Measurement, & Control
Publication Type :
Academic Journal
Accession number :
179446600
Full Text :
https://doi.org/10.1115/1.4063997