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Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation

We introduce Robot DE NIRO, an autonomous, collaborative, humanoid robot for mobile manipulation. We built DE NIRO to perform a wide variety of manipulation behaviors, with a focus on pick-and-place tasks. DE NIRO is designed to be used in a domestic environment, especially in support of caregivers...

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Autores principales: Falck, Fabian, Doshi, Sagar, Tormento, Marion, Nersisyan, Gor, Smuts, Nico, Lingi, John, Rants, Kim, Saputra, Roni Permana, Wang, Ke, Kormushev, Petar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805901/
https://www.ncbi.nlm.nih.gov/pubmed/33501234
http://dx.doi.org/10.3389/frobt.2020.00066
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author Falck, Fabian
Doshi, Sagar
Tormento, Marion
Nersisyan, Gor
Smuts, Nico
Lingi, John
Rants, Kim
Saputra, Roni Permana
Wang, Ke
Kormushev, Petar
author_facet Falck, Fabian
Doshi, Sagar
Tormento, Marion
Nersisyan, Gor
Smuts, Nico
Lingi, John
Rants, Kim
Saputra, Roni Permana
Wang, Ke
Kormushev, Petar
author_sort Falck, Fabian
collection PubMed
description We introduce Robot DE NIRO, an autonomous, collaborative, humanoid robot for mobile manipulation. We built DE NIRO to perform a wide variety of manipulation behaviors, with a focus on pick-and-place tasks. DE NIRO is designed to be used in a domestic environment, especially in support of caregivers working with the elderly. Given this design focus, DE NIRO can interact naturally, reliably, and safely with humans, autonomously navigate through environments on command, intelligently retrieve or move target objects, and avoid collisions efficiently. We describe DE NIRO's hardware and software, including an extensive vision sensor suite of 2D and 3D LIDARs, a depth camera, and a 360-degree camera rig; two types of custom grippers; and a custom-built exoskeleton called DE VITO. We demonstrate DE NIRO's manipulation capabilities in three illustrative challenges: First, we have DE NIRO perform a fetch-an-object challenge. Next, we add more cognition to DE NIRO's object recognition and grasping abilities, confronting it with small objects of unknown shape. Finally, we extend DE NIRO's capabilities into dual-arm manipulation of larger objects. We put particular emphasis on the features that enable DE NIRO to interact safely and naturally with humans. Our contribution is in sharing how a humanoid robot with complex capabilities can be designed and built quickly with off-the-shelf hardware and open-source software. Supplementary Material including our code, a documentation, videos and the CAD models of several hardware parts are openly available at https://www.imperial.ac.uk/robot-intelligence/software/.
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spelling pubmed-78059012021-01-25 Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation Falck, Fabian Doshi, Sagar Tormento, Marion Nersisyan, Gor Smuts, Nico Lingi, John Rants, Kim Saputra, Roni Permana Wang, Ke Kormushev, Petar Front Robot AI Robotics and AI We introduce Robot DE NIRO, an autonomous, collaborative, humanoid robot for mobile manipulation. We built DE NIRO to perform a wide variety of manipulation behaviors, with a focus on pick-and-place tasks. DE NIRO is designed to be used in a domestic environment, especially in support of caregivers working with the elderly. Given this design focus, DE NIRO can interact naturally, reliably, and safely with humans, autonomously navigate through environments on command, intelligently retrieve or move target objects, and avoid collisions efficiently. We describe DE NIRO's hardware and software, including an extensive vision sensor suite of 2D and 3D LIDARs, a depth camera, and a 360-degree camera rig; two types of custom grippers; and a custom-built exoskeleton called DE VITO. We demonstrate DE NIRO's manipulation capabilities in three illustrative challenges: First, we have DE NIRO perform a fetch-an-object challenge. Next, we add more cognition to DE NIRO's object recognition and grasping abilities, confronting it with small objects of unknown shape. Finally, we extend DE NIRO's capabilities into dual-arm manipulation of larger objects. We put particular emphasis on the features that enable DE NIRO to interact safely and naturally with humans. Our contribution is in sharing how a humanoid robot with complex capabilities can be designed and built quickly with off-the-shelf hardware and open-source software. Supplementary Material including our code, a documentation, videos and the CAD models of several hardware parts are openly available at https://www.imperial.ac.uk/robot-intelligence/software/. Frontiers Media S.A. 2020-07-23 /pmc/articles/PMC7805901/ /pubmed/33501234 http://dx.doi.org/10.3389/frobt.2020.00066 Text en Copyright © 2020 Falck, Doshi, Tormento, Nersisyan, Smuts, Lingi, Rants, Saputra, Wang and Kormushev. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Falck, Fabian
Doshi, Sagar
Tormento, Marion
Nersisyan, Gor
Smuts, Nico
Lingi, John
Rants, Kim
Saputra, Roni Permana
Wang, Ke
Kormushev, Petar
Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title_full Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title_fullStr Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title_full_unstemmed Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title_short Robot DE NIRO: A Human-Centered, Autonomous, Mobile Research Platform for Cognitively-Enhanced Manipulation
title_sort robot de niro: a human-centered, autonomous, mobile research platform for cognitively-enhanced manipulation
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805901/
https://www.ncbi.nlm.nih.gov/pubmed/33501234
http://dx.doi.org/10.3389/frobt.2020.00066
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