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Content Provider | IEEE Xplore Digital Library |
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Author | Kolter, J.Z. Rodgers, M.P. Ng, A.Y. |
Copyright Year | 2008 |
Description | Author affiliation: Comput. Sci. Dept., Stanford Univ., Stanford, CA (Kolter, J.Z.; Rodgers, M.P.; Ng, A.Y.) |
Abstract | Legged robots have the potential to navigate a much larger variety of terrain than their wheeled counterparts. In this paper we present a hierarchical control architecture that enables a quadruped, the "LittleDog" robot, to walk over rough terrain. The controller consists of a high-level planner that plans a set of footsteps across the terrain, a low-level planner that plans trajectories for the robot's feet and center of gravity (COG), and a low-level controller that tracks these desired trajectories using a set of closed-loop mechanisms. We conduct extensive experiments to verify that the controller is able to robustly cross a wide variety of challenging terrains, climbing over obstacles nearly as tall as the robot's legs. In addition, we highlight several elements of the controller that we found to be particularly crucial for robust locomotion, and which are applicable to quadruped robots in general. In such cases we conduct empirical evaluations to test the usefulness of these elements. |
Starting Page | 811 |
Ending Page | 818 |
File Size | 905356 |
Page Count | 8 |
File Format | |
ISBN | 9781424416462 |
ISSN | 10504729 |
DOI | 10.1109/ROBOT.2008.4543305 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2008-05-19 |
Publisher Place | USA |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Legged locomotion Mobile robots Navigation Leg Control systems Trajectory Robust control Robotics and automation Computer architecture Gravity |
Content Type | Text |
Resource Type | Article |
Subject | Artificial Intelligence Control and Systems Engineering Electrical and Electronic Engineering Software |
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