Bipedal Robot Walking Control Using Human Whole-Body Dynamic Telelocomotion

09/14/2022
by   Guillermo Colin, et al.
0

For humanoids to be deployed in demanding situations, such as search and rescue, highly intelligent decision making and proficient sensorimotor skill is expected. A promising solution is to leverage human prowess by interconnecting robot and human via teleoperation. Towards creating seamless operation, this paper presents a dynamic telelocomotion framework that synchronizes the gait of a human pilot with the walking of a bipedal robot. First, we introduce a method to generate a virtual human walking model from the stepping behavior of a human pilot which serves as a reference for the robot to walk. Second, the dynamics of the walking reference and robot walking are synchronized by applying forces to the human pilot and the robot to achieve dynamic similarity between the two systems. This enables the human pilot to continuously perceive and cancel any asynchrony between the walking reference and robot. A consistent step placement strategy for the robot is derived to maintain dynamic similarity through step transitions. Using our human-machine-interface, we demonstrate that the human pilot can achieve stable and synchronous teleoperation of a simulated robot through stepping-in-place, walking, and disturbance rejection experiments. This work provides a fundamental step towards transferring human intelligence and reflexes to humanoid robots.

READ FULL TEXT
research
07/20/2023

Whole-Body Dynamic Telelocomotion: A Step-to-Step Dynamics Approach to Human Walking Reference Generation

Teleoperated humanoid robots hold significant potential as physical avat...
research
09/18/2019

From Bipedal Walking to Quadrupedal Locomotion: Full-Body Dynamics Decomposition for Rapid Gait Generation

This paper systematically decomposes quadrupeds into bipeds to rapidly g...
research
09/14/2020

Effective Favor Exchange for Human-Agent Negotiation Challenge at IJCAI 2020

This document describes Pilot, our submission for Human-Agent Negotiatio...
research
07/16/2018

Bipedal Walking Robot using Deep Deterministic Policy Gradient

Machine learning algorithms have found several applications in the field...
research
02/22/2018

Feedback Control of an Exoskeleton for Paraplegics: Toward Robustly Stable Hands-free Dynamic Walking

This paper presents a design methodology for feedback control policy tha...
research
12/04/2017

Deep Visual Perception for Dynamic Walking on Discrete Terrain

Dynamic bipedal walking on discrete terrain, like stepping stones, is a ...
research
04/29/2022

Power to the springs: Passive elements are sufficient to drive push-off in human walking

For the impulsive ankle push-off (APO) observed in human walking two mus...

Please sign up or login with your details

Forgot password? Click here to reset