Abstract
In this paper, a dependable humanoid navigation system is proposed by considering many difficulties in humanoid navigation based on bipedal locomotion in an uncertain environment. In particular, we propose a layered architecture to resolve complicated problems through a hierarchical manner. Within the proposed software architecture, a walking path planner, a walking footstep planner, and a walking pattern generator are integrated in a hierarchy to create a reliable motion that overcomes foot slippage and localization sensor noise. Each layer is designed to overcome difficulties originating from bipedal locomotion such as unstable dynamics, inclusion of a sinusoidal noise component in the localization sensor measurement, and disturbance regarding discrete footstepping. The designed navigation system is implemented on a human-sized experimental humanoid platform and is tested for the evaluation of its reliability and robustness in various tasks.
Original language | English |
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Article number | 5959973 |
Pages (from-to) | 1050-1060 |
Number of pages | 11 |
Journal | IEEE Transactions on Industrial Electronics |
Volume | 59 |
Issue number | 2 |
DOIs | |
Publication status | Published - 2012 Feb |
Bibliographical note
Copyright:Copyright 2011 Elsevier B.V., All rights reserved.
Keywords
- Bipedal locomotion
- humanoid navigation
- localization
- software architecture
ASJC Scopus subject areas
- Control and Systems Engineering
- Electrical and Electronic Engineering