Robust Legged Locomotion for Autonomous Mobility in Challenging Environments

Lead Research Organisation: University of Oxford
Department Name: Engineering Science

Abstract

Robots with legs and arms are likely replace most manual labour, especially in environments that are dangerous for humans, and revolutionize multiple services domains in the long-term.

One of the main advantages of legged robots is that they can discretely make and break contact with the environment, in contrast to wheeled or tracked systems that require continuous contact with the ground. This way, robots with legs can modify their area of support from step to step, a requirement when negotiating challenging terrain and environments primarily built for humans. Also, the use of legs decouples the body from the robot's foot-print. This allows for wide areas of support with only small footprints, a major advantage when navigating passages, tight spaces, cluttered environments, etc. The high articulation of legged systems also allows them to manipulate their center of mass, so that the system's dynamics can be exploited for the task at hand, and to dynamically reconfigure their workspace for the benefit of their payload, i.e., increase a manipulator arm's reach or position a sensor suite in a preferred pose.

The autonomous locomotion framework that we will develop will enable current technology to be used in industrial scenarios, especially in hazardous environments that are primarily built for humans. Examples of such places are nuclear power plants, factories, oil & gas facilities, etc., where typically industrial stairs are used and a system will need to overcome various terrain difficulties, such as step over pipes, gaps, climb up/down stairs, manoeuvre through narrow passageways. Legged systems in such settings can have a large variety of roles; starting from inspection, automated monitoring of the condition of a facility; maintenance, periodic recurring tasks that need to be performed typically by a human, to intervention when an anomaly is detected.

Planned Impact

This project will develop algorithms for motion planning for robots with legs and will demonstrate them on a set of challenging trials in industrial environments, largely focusing on oil & gas facilities of our partner BP, and nuclear facilities mock-ups of our partner RACE---the UK Atomic Energy Authority's centre for Remote Applications in Challenging Environments. The result of the proposed work will enable multiple applications in real conditions. As such, it has direct impact on multiple service domains and therefore in society and economy.

Industrial Impact -- Legged platforms have disruptive potential for a range of service domains. Legged platforms can provide superior mobility that is crucial for delivering robotic technology in industrial environments that are primary build for humans. For example, tasks as facility inspection, regular maintenance and security in industrial environments such as oil & gas platforms or refineries, factories, nuclear facilities, and similar settings. The morphology of such facilities often makes the use of wheeled, tracked or flying platforms impractical. These are often hazardous environments, where human presence must be minimized, while regular inspection and maintenance is key for their optimal functioning. What is more, such infrastructure was built with a human form factor in mind so wheeled or tracked platforms are often impossible to use. Legged systems in such settings can have a large variety of roles; starting from inspection, automated monitoring of the condition of a facility; maintenance, periodic recurring tasks that need to be performed typically by a human, to intervention when an anomaly is detected.

Academic Impact -- The ubiquity of motion planning in mobile robots makes this work also relevant to wheeled and flying systems. First, other groups within and beyond ORI that work on mobile platforms can directly benefit from this work, while also all labs that work with such systems will be able to use our developed framework. Second, labs and researchers that study legged locomotion will be able to directly make use of the results of the proposed work.

Publications

10 25 50
 
Description We are developing a framework that allows legged robots to walk over terrains that are hard to traverse and impossible to cross for wheeled or tracked vehicles. In this direction, we have developed and implemented an algorithm that can generate motions suitable for a quadruped robot for crossing uneven terrain. We have tested our approach with our ANYmal quadruped robot and have published our approach and evaluation to the scientific community.
Exploitation Route Legged robots can be of use in a wide range of application areas. Specifically, through this project and the RAIN Hub, I have been targeting advanced mobility in large scale industrial facilities. The outcome of this funding can be taken forward by robot platforms that need to traverse such environments in order to robustly monitor, inspect or explore such environments.
Sectors Aerospace, Defence and Marine,Agriculture, Food and Drink,Construction,Energy

 
Description The results of this project have helped in establishing a high level of interest in legged robotics and specifically in quadrupedal robots, both for industry and in the wider public. Companies in the UK, including the partners of this project, are now exploring and evaluating the use of this technology.
First Year Of Impact 2020
Sector Construction,Energy
Impact Types Cultural,Societal,Economic

 
Description EPSRC Capital Award for Core Equipment - Anymal D Legged Robot
Amount £135,000 (GBP)
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 08/2022 
End 03/2023
 
Description Robotics and Artificial Intelligence for Nuclear Plus (RAIN+)
Amount £1,975,413 (GBP)
Funding ID EP/W001128/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 04/2021 
End 03/2022
 
Description Smart Radiation Sensor for Intelligent Nuclear Robots
Amount £197,500 (GBP)
Funding ID 105598 
Organisation Innovate UK 
Sector Public
Country United Kingdom
Start 11/2019 
End 12/2020
 
Description Animal Ethics Day, Museum of Natural History Oxford 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Animal Ethics Day, Museum of Natural History Oxford, June 2022. Talk "If animals matter morally, should robots too?"
Year(s) Of Engagement Activity 2022
 
Description Attended IROS conference in Macau 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended IROS conference in Macau
Year(s) Of Engagement Activity 2019
 
Description Attended IROS conference virtually 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended IROS conference online
Year(s) Of Engagement Activity 2021
 
Description Attended RSS 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended the Robotics: Science ans Systems Conference
Year(s) Of Engagement Activity 2019
 
Description Attended TAROS 2019 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attended Towards Autonomous Robotic Systems Conference (TAROS), 2019, in London
Year(s) Of Engagement Activity 2019
 
Description Attended TAROS 2021 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attended Towards Autonomous Robotic Systems Conference (TAROS), 2021, online
Year(s) Of Engagement Activity 2021
 
Description ESA Webinar - Robotics for Society (1 of 2) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Seminar on robotics for industrial inspection
Year(s) Of Engagement Activity 2020
 
Description ESA Webinar - Robotics for Society (2 of 2) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Seminar on robotics for industrial inspection
Year(s) Of Engagement Activity 2020
 
Description ICRA workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Organized workshop on
Towards Real-World Deployment of Legged Robots
Year(s) Of Engagement Activity 2019
URL https://icra2019wslocomotion.wordpress.com/
 
Description IEEE International Conference on Robotics and Automation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended (virtually) the 2020 ICRA conference
Year(s) Of Engagement Activity 2020
 
Description IEEE International Conference on Robotics and Automation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended (virtually) the 2021 ICRA conference
Year(s) Of Engagement Activity 2021
 
Description ISCF Robotics Cohort Event 2020 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Annual ISCF cohort meeting. Presented RAIN work with Createc.
Year(s) Of Engagement Activity 2020
 
Description Meeting Boston Dynamics representative 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Discussion of available robots
Year(s) Of Engagement Activity 2020
 
Description Meeting EPSRC robotics portfolio manager, Clara Morri 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Supporters
Results and Impact Presentation of research and discussion upcoming fellowship proposal.
Year(s) Of Engagement Activity 2020
 
Description Meeting and talk with Biorob lab, EPFL, Switzerland 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss collaboration and research on legged locomotion
Year(s) Of Engagement Activity 2021
 
Description Meeting with ANYbotics, AG, Switzerland 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to present research and potential collaboration
Year(s) Of Engagement Activity 2021
 
Description Meeting with ANYbotics, AG, Switzerland 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to present research and potential collaboration
Year(s) Of Engagement Activity 2021
 
Description Meeting with ARRIVAL 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting to discuss potential upcoming collaboration
Year(s) Of Engagement Activity 2020
 
Description Meeting with Accenture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting with Accenture to discuss potential inspection trials with the ANYmal quadruped
Year(s) Of Engagement Activity 2019
 
Description Meeting with Accenture 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss collaboration on quadruped robots
Year(s) Of Engagement Activity 2021
 
Description Meeting with Accenture - 25.01.21 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss collaboration on quadruped robots
Year(s) Of Engagement Activity 2021
 
Description Meeting with Accenture - 5.1.21 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss collaboration on quadruped robots
Year(s) Of Engagement Activity 2021
 
Description Meeting with Accenture - Feb 21 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss collaboration on quadruped robots
Year(s) Of Engagement Activity 2021
 
Description Meeting with Airbus 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting with Airbus to present research work and discuss possible collaboration.
Year(s) Of Engagement Activity 2020
 
Description Meeting with BP 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Meeting with BP about collaboration and partnership
Year(s) Of Engagement Activity 2019
 
Description Meeting with Createc 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting with Createc about starting Innovate UK project
Year(s) Of Engagement Activity 2019
 
Description Meeting with Dyson 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting with Dyson to present research work and discuss possible collaboration.
Year(s) Of Engagement Activity 2020
 
Description Meeting with Dyson - 11.12.20 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting to discuss potential upcoming collaboration
Year(s) Of Engagement Activity 2020
 
Description Meeting with Dyson, UK 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to present research and potential collaboration
Year(s) Of Engagement Activity 2021
 
Description Meeting with EDF 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to present research and potential collaboration
Year(s) Of Engagement Activity 2021
 
Description Meeting with EDF 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to present research and potential collaboration
Year(s) Of Engagement Activity 2021
 
Description Meeting with European Space Agency (ESA) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting with ESA about potential project
Year(s) Of Engagement Activity 2020
 
Description Meeting with Gregg Epps from React Robotics 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Meeting with Gregg Epps from React Robotics, discussion about current activities and possible projects
Year(s) Of Engagement Activity 2019
 
Description Meeting with Intralink 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss potential upcoming collaboration
Year(s) Of Engagement Activity 2020
 
Description Meeting with NSK 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss potential upcoming collaboration
Year(s) Of Engagement Activity 2020
 
Description Meeting with Zebra Technologies Corp 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting to discuss potential upcoming collaboration
Year(s) Of Engagement Activity 2020
 
Description NVIDIA workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Simulation for AI Virtual Roundtable Discussion with
Year(s) Of Engagement Activity 2020
 
Description ORCA Hub Industry Demonstrations in Blyth 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Demonstration to industry representatives of autonomous inspection of facilities.
Year(s) Of Engagement Activity 2019
URL https://orcahub.org/articles/a-summary-of-the-blyth-capability-demonstrations,
 
Description ORCA Industry Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting industry and policymakers from the energy sector and discussing current capabilities and research
Year(s) Of Engagement Activity 2020
 
Description ORCA Industry Workshop (AIM Day) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Meeting industry and policymakers from the energy sector and discussing current capabilities and research
Year(s) Of Engagement Activity 2021
 
Description Oxford-Berlin Symposium 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Oxford-Berlin Symposium, Academics in the Public Sphere: Navigating the Political, July 2022. Invited speaker for the session on "Living and Working with AI."
Year(s) Of Engagement Activity 2022
URL https://oxfordinberlin.eu/event/2022-symposium
 
Description Sellafield C-RAI Programme - RAI CoE Forum Meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attended virtually
Year(s) Of Engagement Activity 2021
 
Description Sellafield C-RAI Programme - RAI CoE Forum Meeting #2 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attended virtually
Year(s) Of Engagement Activity 2021
 
Description Trials at RACE, Culham 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Testing ANYmal at the mobility benchamarks of RACE in Culham
Year(s) Of Engagement Activity 2019
 
Description Trials at the Fire Service College 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Field trials for ORCA
Year(s) Of Engagement Activity 2021
 
Description Trials at the Fire Service College 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Field trials for ORCA and RAIN
Year(s) Of Engagement Activity 2019
 
Description UK-RAS ORI Lab presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact UK-RAS event targeting a wide public audience
Year(s) Of Engagement Activity 2021