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CORDIS Web 30th anniversary CORDIS Web 30th anniversary

subTerranean Haptic INvestiGator

Livrables

Launch of project website, social media, and video channel

Launch of project website, social media, and video channel.

Media material for industry

Promotional media material for industry summarizing related project outputs

Media material summarizing all the events organized throughout the project

Public layperson video released summarizing events and outcomes of the project

Report on the evaluation of the first prototypes of soles

Evaluation of sole prototypes and selection of the final configuration

Technical report describing the performance of friction and vibration sensing

Technical report describing analysis of friction and vibration sensing via sole in underground mine

Report of combined mapping with Adaptive Feet and external sensing

Report describing approaches for mapping combining inputs from adaptive feet and visual sensing

First Prototypes of Passive and Active sole

First prototypes of new passive and active sole released

Passive ankle joints with rigid sole

First prototype of passive ankle joint (with rigid sole) released.

Active ankle joints

First prototypes of active ankles released

Open-source simulation package

Open source simulator released via a git-repository.

Publications

Feedback MPC for Torque-Controlled Legged Robots

Auteurs: Ruben Grandia; Farbod Farshidian; Rene Ranftl; Marco Hutter
Publié dans: IROS, Numéro 7, 2019
Éditeur: IEEE
DOI: 10.3929/ethz-b-000357550

A Model-Based Hierarchical Controller for Legged Systems Subject to External Disturbances

Auteurs: Guiyang Xin; Hsiu-Chin Lin; Joshua Smith; Oguzhan Cebe; Michael Mistry
Publié dans: ICRA, Numéro 29, 2018
Éditeur: IEEE
DOI: 10.1109/icra.2018.8461172

Online Dynamic Trajectory Optimization and Control for a Quadruped Robot

Auteurs: Oguzhan Cebe; Carlo Tiseo; Guiyang Xin; Hsiu-Chin Lin; Joshua Smith; Michael Mistry
Publié dans: ICRA, Numéro 13, 2021
Éditeur: IEEE
DOI: 10.1109/icra48506.2021.9561592

Contact Surface Estimation via Haptic Perception

Auteurs: Hsiu-Chin Lin; Michael Mistry
Publié dans: ICRA, Numéro 12, 2020
Éditeur: IEEE
DOI: 10.1109/icra40945.2020.9196816

Contact Planning for the ANYmal Quadruped Robot using an Acyclic Reachability-Based Planner

Auteurs: Mathieu Geisert; Tom A Yates; Asil Orgen; Pierre Fernbach; Ioannis Havoutis
Publié dans: https://hal.archives-ouvertes.fr/hal-02097212, Numéro 7, 2019
Éditeur: Springer
DOI: 10.1007/978-3-030-23807-0_23

Variable Autonomy of Whole-body Control for Inspection and Intervention in Industrial Environments using Legged Robots

Auteurs: Guiyang Xin; Carlo Tiseo; Wouter Wolfslag; Joshua Smith; Oguzhan Cebe; Zhibin Li; Sethu Vijayakumar; Michael Mistry
Publié dans: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Numéro 17, 2020
Éditeur: IEEE
DOI: 10.1109/case48305.2020.9216813

Contact Planning for the ANYmal Quadruped Robot using an Acyclic Reachability-Based Planner

Auteurs: Geisert, Mathieu; Yates, Thomas; Orgen, Asil; Fernbach, Pierre; Havoutis, Ioannis
Publié dans: Towards Autonomous Robotic Systems Conference, Numéro 5, 2019
Éditeur: IEEE

Online Optimal Impedance Planning for Legged Robots

Auteurs: Angelini, Franco and Xin, Guiyang and Wolfslag, Wouter J. and Tiseo, Carlo and Mistry, Michael and Garabini, Manolo and Bicchi, Antonio and Vijayakumar, Sethu
Publié dans: International Conference on Intelligent Robots and Systems, 2019
Éditeur: IEEE

What am I touching? Learning to classify terrain via haptic sensing

Auteurs: Bednarek, Jakub, Michal Bednarek, Lorenz Wellhausen, Marco Hutter, and Krzysztof Walas
Publié dans: International Conference on Robotics and Automation, 2019
Éditeur: IEEE

Single-shot Foothold Selection and Constraint Evaluation for Quadruped Locomotion

Auteurs: Belter, Dominik, Jakub Bednarek, Hsiu-Chin Lin, Guiyang Xin, and Michael Mistry
Publié dans: International Conference on Robotics and Automation, 2019
Éditeur: IEEE

Multi-controller multiobjective locomotion planning for legged robots

Auteurs: Martim Brandao, Maurice Fallon, and Ioannis Havoutis
Publié dans: International Conference on Intelligent Robots and Systems, 2019
Éditeur: IEEE

Robust Rough-Terrain Locomotion with a Quadrupedal Robot

Auteurs: Fankhauser, Péter, Marko Bjelonic, C. Dario Bellicoso, Takahiro Miki, and Marco Hutter
Publié dans: International Conference on Robotics and Automation, 2018, Page(s) 1-8, ISSN 2577-087X
Éditeur: IEEE

The control toolbox—An open-source C++ library for robotics, optimal and model predictive control

Auteurs: "Giftthaler, Markus and Neunert, Michael and St{\""a}uble, Markus and Buchli, Jonas"
Publié dans: International Conference on Simulation, Modeling, and Programming for Autonomous Robots, 2018, Page(s) 123-129
Éditeur: IEEE

Feedback MPC for Torque-Controlled Legged Robots

Auteurs: Grandia, Ruben and Farshidian, Farbod and Ranftl, Ren{\'{e}} and Hutter, Marco
Publié dans: International Conference on Intelligent Robots and Systems, 2019
Éditeur: IEEE

Support Surface Estimation for Legged Robots

Auteurs: Homberger, Timon and Wellhausen, Lorenz and Fankhauser, P{\'{e}}ter and Hutter, Marco
Publié dans: International Conference on Robotics and Automation, 2019
Éditeur: IEEE

Per-Contact Iteration Method for Solving Contact Dynamics

Auteurs: Hwangbo, Jemin and Lee, Joonho and Hutter, Marco
Publié dans: IEEE Robotics and Automation Letters, Numéro 3(2), 2018, Page(s) 895-902, ISSN 2377-3766
Éditeur: IEEE

Dynamic Locomotion on Slippery Ground

Auteurs: Jenelten, Fabian and Hwangbo, Jemin and Tresoldi, Fabian and Bellicoso, C Dario and Hutter, Marco
Publié dans: International Conference on Intelligent Robots and Systems, 2019
Éditeur: IEEE

Towards a Passive Adaptive Planar Foot with Ground Orientation and Contact Force Sensing for Legged Robots

Auteurs: Kaslin, Roman and Kolvenbach, Hendrik and Paez, Laura and Lika, Klajd and Hutter, Marco
Publié dans: International Conference on Intelligent Robots and Systems, 2018, Page(s) 2707-2714
Éditeur: IEEE

Tactile Inspection of Concrete Deterioration in Sewers with Legged Robots

Auteurs: Kolvenbach, Hendrik and Valsecchi, Giorgio and Grandia, Ruben and Ruiz, Antoni and Jenelten, Fabian and Hutter, Marco
Publié dans: Field and Service Robots, 2019
Éditeur: Field and Service Robots

Locomotion Planning through a Hybrid Bayesian Trajectory Optimization

Auteurs: Seyde, Tim and Carius, Jan and Grandia, Ruben and Farshidian, Farbod and Hutter, Marco
Publié dans: International Conference on Robotics and Automation, 2019
Éditeur: IEEE

VILENS: A Visual Inertial Legged Navigation System based on Factor Graphs

Auteurs: D. Wisth, and M. Camurri and M. Fallon
Publié dans: Workshop Towards Real-World Deployment of Legged Robots, 2019
Éditeur: IEEE

A model-based hierarchical controller for legged systems subject to external disturbances

Auteurs: Xin, Guiyang and Lin, Hsiu-Chin and Smith, Joshua and Cebe, Oguzhan and Mistry, Michael
Publié dans: International Conference on Robotics and Automation, 2018, Page(s) 4375-4382
Éditeur: IEEE

Why Should Inspection Robots be used in Deep Underground Mines

Auteurs: R. Zimroz, M. Hutter, M. Mistry, P. Stefaniak, K. Walas, J. Wodecki
Publié dans: International Symposium on Mine Planning and Equipment Selection, 2018, ISBN 978-3-319-99220-4
Éditeur: Springer

Analytic Model for Quadruped Locomotion Task-Space Planning

Auteurs: Carlo Tiseo, Sethu Vijayakumar, Michael Mistry
Publié dans: International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Éditeur: IEEE

Locomotion Planning through a Hybrid Bayesian Trajectory Optimization

Auteurs: Tim Seyde; Jan Carius; Ruben Grandia; Farbod Farshidian; Marco Hutter
Publié dans: 2019 International Conference on Robotics and Automation (ICRA), Numéro 14, 2019
Éditeur: IEEE
DOI: 10.1109/icra.2019.8794067

Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks

Auteurs: Maria Vittoria Minniti; Ruben Grandia; Kevin Fah; Farbod Farshidian; Marco Hutter
Publié dans: ICRA, Numéro 4, 2021
Éditeur: IEEE
DOI: 10.3929/ethz-b-000476635

Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions

Auteurs: Ruben Grandia; Andrew J. Taylor; Andrew Singletary; Marco Hutter; Aaron D. Ames
Publié dans: Robotics: Science and Systems, Numéro 6, 2020
Éditeur: RSS
DOI: 10.15607/rss.2020.xvi.098

Multi-Layered Safety for Legged Robots via Control Barrier Functions and Model Predictive Control

Auteurs: Ruben Grandia; Andrew J. Taylor; Aaron D. Ames; Marco Hutter
Publié dans: ICRA, Numéro 25, 2021
Éditeur: IEEE
DOI: 10.3929/ethz-b-000489842

Rough Terrain Navigation for Legged Robots using Reachability Planning and Template Learning

Auteurs: Lorenz Wellhausen; Marco Hutter
Publié dans: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numéro 20, 2021
Éditeur: IEEE
DOI: 10.3929/ethz-b-000507668

Contact-Implicit Trajectory Optimization for Dynamic Object Manipulation

Auteurs: Jean-Pierre Sleiman; Jan Carius; Ruben Grandia; Martin Wermelinger; Marco Hutter
Publié dans: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numéro 13, 2020
Éditeur: IEEE
DOI: 10.3929/ethz-b-000355282

Exploiting Adaptability in Soft Feet for Sensing Contact Forces

Auteurs: Mura, Domenico; Santina, Cosimo Della; Piazza, Cristina; Frizza, Irene; Morandi, Cecilia; Garabini, Manolo; Grioli, Giorgio; Catalano, Manuel Giuseppe
Publié dans: IEEE Robotics and Automation Letters, Numéro Vol 5 Numéro 2, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2019.2952292

Perceptive whole‐body planning for multilegged robots in confined spaces

Auteurs: Russell Buchanan; Lorenz Wellhausen; Marko Bjelonic; Tirthankar Bandyopadhyay; Navinda Kottege; Marco Hutter
Publié dans: Journal of Field Robotics, 38 (1), Numéro Vol 38, Numéro 1, 2020, ISSN 1556-4967
Éditeur: Wiley
DOI: 10.1002/rob.21974

Dynamic Locomotion on Slippery Ground

Auteurs: Jenelten, Fabian; Hwangbo, Jemin; Tresoldi, Fabian; Bellicoso, C. Dario; Hutter, Marco
Publié dans: IEEE Robotics and Automation Letters, Numéro Volume 4, Numéro 4, 2019, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000355281

MPC-Net: A First Principles Guided Policy Search

Auteurs: Jan Carius; Farbod Farshidian; Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, 5 (2), Numéro 16, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2020.2974653

Robust Footstep Planning and LQR Control for Dynamic Quadrupedal Locomotion

Auteurs: Guiyang Xin; Songyan Xin; Oguzhan Cebe; Mathew Jose Pollayil; Franco Angelini; Manolo Garabini; Sethu Vijayakumar; Michael Mistry
Publié dans: Xin , G , Xin , S , Cebe , O , Pollayil , M J , Angelini , F , Garabini , M , Vijayakumar , S & Mistry , M 2021 , ' Robust Footstep Planning and LQR Control for Dynamic Quadrupedal Locomotion ' , IEEE Robotics and Automation Letters , vol. 6 , no. 3 , pp. 4488 - 4495 . https://doi.org/10.1109/LRA.2021.3068695, Numéro 21, 2021, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2021.3068695

Learning robust perceptive locomotion for quadrupedal robots in the wild

Auteurs: Takahiro Miki; Joonho Lee; Jemin Hwangbo; Lorenz Wellhausen; Vladlen Koltun; Marco Hutter
Publié dans: Science Robotics, 7 (62), Numéro 20, 2022, ISSN 2470-9476
Éditeur: Science Robotics
DOI: 10.1126/scirobotics.abk2822

DeepGait: Planning and Control of Quadrupedal Gaits Using Deep Reinforcement Learning

Auteurs: Vassilios Tsounis; Mitja Alge; Joonho Lee; Farbod Farshidian; Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, 5 (2), Numéro 19, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2020.2979660

Perceptive Locomotion in Rough Terrain – Online Foothold Optimization

Auteurs: Fabian Jenelten; Takahiro Miki; Aravind E. Vijayan; Marko Bjelonic; Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, Numéro 2, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000425596

Graph-based subterranean exploration path planning using aerial and legged robots

Auteurs: Tung Dang; Marco Tranzatto; Shehryar Khattak; Frank Mascarich; Kostas Alexis; Marco Hutter
Publié dans: Journal of Field Robotics, Numéro Volume 37, Numéro 8, 2020, ISSN 1556-4967
Éditeur: Wiley
DOI: 10.1002/rob.21993

Towards autonomous inspection of concrete deterioration in sewers with legged robots

Auteurs: Hendrik Kolvenbach; David Wisth; Russell Buchanan; Giorgio Valsecchi; Ruben Grandia; Maurice Fallon; Marco Hutter
Publié dans: Journal of Field Robotics, Numéro Volume 37, Numéro 8, 2020, ISSN 1556-4967
Éditeur: Wiley
DOI: 10.1002/rob.21964

Safe Robot Navigation via Multi-Modal Anomaly Detection.

Auteurs: Wellhausen, Lorenz; Ranftl, Rene; Hutter, Marco
Publié dans: IEEE Robotics and Automation Letters, 5 (2), Numéro 19, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2020.2967706

Adaptive CLF-MPC with application to quadrupedal robots

Auteurs: Maria Vittoria Minniti; Ruben Grandia; Farbod Farshidian; Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, Numéro Vol 7 Numéro 1, 2022, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000515076

Frequency-Aware Model Predictive Control

Auteurs: Ruben Grandia, Farbod Farshidian, Alexey Dosovitskiy, Rene Ranftl, Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, Numéro 4/2, 2019, Page(s) 1517-1524, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/LRA.2019.2895882

Whole-Body MPC for a Dynamically Stable Mobile Manipulator

Auteurs: Minniti, Maria V.; Farshidian, Farbod; Grandia, Ruben; Hutter, Marco; id_orcid0000-0002-4285-4990
Publié dans: IEEE Robotics and Automation Letters, Numéro 4, 2019, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000353053

Haptic Inspection of Planetary Soils with Legged Robots

Auteurs: Kolvenbach, Hendrik; Bärtschi, Christian; Wellhausen, Lorenz; id_orcid0000-0001-5148-754X; Grandia, Ruben; Hutter, Marco; id_orcid0000-0002-4285-4990
Publié dans: IEEE Robotics and Automation Letters, Numéro 4 (2), 2019, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000322720

Efficient Modeling and Evaluation of Constraints in Path Planning for Multi-legged Walking Robots

Auteurs: D. Belter
Publié dans: Access, 2019, Page(s) 2169-3536, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.

Employing Natural Terrain Semantics in Motion Planning for a Multi-Legged Robot

Auteurs: Dominik Belter, Jan Wietrzykowski, and Piotr Skrzypczyński
Publié dans: Journal of Intelligent & Robotic Systems, 2019, Page(s) 723–743, ISSN 1573-0409
Éditeur: Springer

The Two-State Implicit Filter Recursive Estimation for Mobile Robots

Auteurs: Bloesch, Michael, Michael Burri, Hannes Sommer, Roland Siegwart, and Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, Numéro 3 (1), 2018, Page(s) 573–580, ISSN 2377-3766
Éditeur: IEEE

Trajectory Optimization for Legged Robots with Slipping Motions

Auteurs: Jan Carius, René Ranftl, Vladlen Koltun, and Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, Numéro 4 (3), 2019, Page(s) 3013 - 3020, ISSN 2377-3766
Éditeur: IEEE

Stiffness Bounds for Resilient and Stable Physical Interaction of Articulated Soft Robots

Auteurs: Mengacci, Riccardo and Angelini, Franco and Catalano, Manuel G. and Grioli,Giorgio and Bicchi, Antonio and Garabini, Manolo
Publié dans: IEEE Robotics and Automation Letters, Numéro 4(4), 2019, Page(s) 4131-4138, ISSN 2377-3766
Éditeur: IEEE

Contact-Implicit Trajectory Optimization for Dynamic Object Manipulation

Auteurs: Sleiman, Jean-pierre and Carius, Jan and Grandia, Ruben and Wermelinger, Martin and Hutter, Marco
Publié dans: IEEE Robot and Automation Letters, 2019, ISSN 2377-3766
Éditeur: IEEE

Where Should I Walk? Predicting Terrain Properties From Images Via Self-Supervised Learning

Auteurs: Wellhausen, Lorenz and Dosovitskiy, Alexey and Ranftl, Rene and Walas, Krzysztof and Cadena, Cesar and Hutter, Marco
Publié dans: IEEE Robotics and Automation Letters, Numéro 4(2), 2019, Page(s) 1509-1516, ISSN 2377-3766
Éditeur: IEEE

Robust Legged Robot State Estimation Using Factor Graph Optimization

Auteurs: Wisth, David, Marco Camurri, and Maurice Fallon
Publié dans: IEEE Robotics and Automation Letters, 2019, ISSN 2377-3766
Éditeur: IEEE

Effects of the weighting matrix on dynamic manipulability of robots

Auteurs: Morteza Azad, Jan Babič, Michael Mistry
Publié dans: Autonomous Robots, Numéro 43 (7), 2018, Page(s) 1867-1879, ISSN 1573-7527
Éditeur: Springer

Object carrying of hexapod robots with integrated mechanism of leg and arm

Auteurs: Hua Deng, Guiyang Xin, Guoliang Zhong, Michael Mistry
Publié dans: Robotics and Computer-Integrated Manufacturing, Numéro 54, 2018, Page(s) 145-155, ISSN 0736-5845
Éditeur: Pergamon Press Ltd.

Localization of LHD Machines in Underground Conditions Using IMU Sensors and DTW Algorithm

Auteurs: Paweł Stefaniak; Bartosz Jachnik; Wioletta Koperska; Artur Skoczylas
Publié dans: Applied Sciences, Numéro 11(15), 2021, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app11156751

Learning quadrupedal locomotion over challenging terrain

Auteurs: Joonho Lee; Jemin Hwangbo; Jemin Hwangbo; Lorenz Wellhausen; Vladlen Koltun; Marco Hutter
Publié dans: Science Robotics, Numéro Vol 5, No 47, 2020, ISSN 2470-9476
Éditeur: AAAS
DOI: 10.1126/scirobotics.abc5986

Adaptive Feet for Quadrupedal Walkers

Auteurs: Manuel G. Catalano; Mathew Jose Pollayil; Giorgio Grioli; Giorgio Valsecchi; Hendrik Kolvenbach; Marco Hutter; Antonio Bicchi; Manolo Garabini
Publié dans: IEEE Transactions on Robotics, Numéro Vol 38, Numéro 1, 2022, ISSN 1552-3098
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tro.2021.3088060

Quadrupedal Locomotion on Uneven Terrain With Sensorized Feet

Auteurs: Valsecchi, Giorgio; Grandia, Ruben; Hutter, Marco
Publié dans: IEEE Robotics and Automation Letters, 5 (2), Numéro 8, 2020, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2020.2969160

Learning a State Representation and Navigation in Cluttered and Dynamic Environments

Auteurs: David Hoeller; Lorenz Wellhausen; Farbod Farshidian; Marco Hutter
Publié dans: IEEE Robotics and Automation Letters, 6 (3), Numéro 19, 2021, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.3929/ethz-b-000482492

Quadrupedal Robots for Planetary Exploration

Auteurs: Kolvenbach, Hendrik
Publié dans: Numéro 6, 2021
Éditeur: ETH Zurich
DOI: 10.3929/ethz-b-000489008

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