ICRA 2022 Presentation: "Whole-Body Control of Series-Parallel Hybrid Robots"
This video shows the ICRA 2022 presentation of the following paper:
Dennis Mronga, Shivesh Kumar, Frank Kirchner: "Whole-Body Control of Series-Parallel Hybrid Robots", Accepted for Publication: IEEE International Conference on Robotics and Automation (ICRA), 23.5.-27.5.2022, Philadelphia, 2022
Parallel mechanisms are becoming increasingly popular as subsystems in various robots due to their superior stiffness, payload-to-weight ratio, and dynamic properties. The serial connection of parallel subsystems leads to series-parallel hybrid robots, which are more difficult to model and control than serial or tree-type systems. At the same time, Whole-Body Control (WBC) has become the method of choice in the control of robots with redundant degrees of freedom, e.g., legged robots. However, most state-of-the-art WBC frameworks can only deal with serial or tree-type robot topologies. In this paper, we describe a computationally efficient framework for Whole-Body Control of series-parallel hybrid robots subjected to a large number of holonomic constraints. In contrast to existing WBC frameworks, our approach describes the optimization problem in the actuation space of a series-parallel robot, which provides better exploitation of the feasible workspace, higher accuracy, and more transparent behavior near singularities. We evaluate the proposed framework on two different humanoids with series-parallel architecture and compare its performance to a WBC approach for tree-type robots.
Paper
https://ieeexplore.ieee.org/document/9811616
Accompanying video
https://www.youtube.com/watch?v=yv6vCUgV6zc
More information:
Systems
RH5: https://robotik.dfki-bremen.de/en/research/robot-systems/rh5/
RH5 Manus: https://robotik.dfki-bremen.de/en/research/robot-systems/rh5-manus/
Software
ARC-OPT: https://robotik.dfki-bremen.de/en/research/softwaretools/arc-opt/
HyRoDyn: https://robotik.dfki-bremen.de/en/research/softwaretools/hyrodyn/
Projects
M-RoCK: https://robotik.dfki-bremen.de/en/research/projects/m-rock/
VeryHuman: https://robotik.dfki-bremen.de/en/research/projects/veryhuman/
Acknowledgments:
This work has been performed in the M-RoCK (FKZ 01IW21002) and VeryHuman (FKZ 01IW20004) projects funded by the German Aerospace Center (DLR) with federal funds from the Federal Ministry of Education and Research (BMBF) and is additionally supported with project funds from the federal state of Bremen for setting up the Underactuated Robotics Lab (Grant Number: 201-001-10-3/2021-3-2).
Видео ICRA 2022 Presentation: "Whole-Body Control of Series-Parallel Hybrid Robots" канала German Research Center for Artificial Intelligence
Dennis Mronga, Shivesh Kumar, Frank Kirchner: "Whole-Body Control of Series-Parallel Hybrid Robots", Accepted for Publication: IEEE International Conference on Robotics and Automation (ICRA), 23.5.-27.5.2022, Philadelphia, 2022
Parallel mechanisms are becoming increasingly popular as subsystems in various robots due to their superior stiffness, payload-to-weight ratio, and dynamic properties. The serial connection of parallel subsystems leads to series-parallel hybrid robots, which are more difficult to model and control than serial or tree-type systems. At the same time, Whole-Body Control (WBC) has become the method of choice in the control of robots with redundant degrees of freedom, e.g., legged robots. However, most state-of-the-art WBC frameworks can only deal with serial or tree-type robot topologies. In this paper, we describe a computationally efficient framework for Whole-Body Control of series-parallel hybrid robots subjected to a large number of holonomic constraints. In contrast to existing WBC frameworks, our approach describes the optimization problem in the actuation space of a series-parallel robot, which provides better exploitation of the feasible workspace, higher accuracy, and more transparent behavior near singularities. We evaluate the proposed framework on two different humanoids with series-parallel architecture and compare its performance to a WBC approach for tree-type robots.
Paper
https://ieeexplore.ieee.org/document/9811616
Accompanying video
https://www.youtube.com/watch?v=yv6vCUgV6zc
More information:
Systems
RH5: https://robotik.dfki-bremen.de/en/research/robot-systems/rh5/
RH5 Manus: https://robotik.dfki-bremen.de/en/research/robot-systems/rh5-manus/
Software
ARC-OPT: https://robotik.dfki-bremen.de/en/research/softwaretools/arc-opt/
HyRoDyn: https://robotik.dfki-bremen.de/en/research/softwaretools/hyrodyn/
Projects
M-RoCK: https://robotik.dfki-bremen.de/en/research/projects/m-rock/
VeryHuman: https://robotik.dfki-bremen.de/en/research/projects/veryhuman/
Acknowledgments:
This work has been performed in the M-RoCK (FKZ 01IW21002) and VeryHuman (FKZ 01IW20004) projects funded by the German Aerospace Center (DLR) with federal funds from the Federal Ministry of Education and Research (BMBF) and is additionally supported with project funds from the federal state of Bremen for setting up the Underactuated Robotics Lab (Grant Number: 201-001-10-3/2021-3-2).
Видео ICRA 2022 Presentation: "Whole-Body Control of Series-Parallel Hybrid Robots" канала German Research Center for Artificial Intelligence
Показать
Комментарии отсутствуют
Информация о видео
9 сентября 2022 г. 17:59:16
00:03:39
Другие видео канала
BaSynaos - Online-Prozessplanung für Intralogistik und Produktion im Basissystem für Industrie 4.0Kollaborierende Roboter und klassische Industrierobotik? | Dr. Tim Schwartz | DFKIWhy do we need an explainable AI?DFKI auf der HANNOVER MESSE 2023RealAIGym: Education and Research Platform for Studying Athletic IntelligenceFASTER: Explore space faster and safer (short version)CoMem – AI to assist daily work in companiesCoMem – KI zur Assistenz der täglichen Arbeit im UnternehmenTransTerrA: Coyote III crater trialsANT - navigation system enables walking systems to explore rough inclined terrainBIONIC – Intelligent sensor networks reduce physical stress30 Jahre DFKI – Open House – Trailer KurzfassungWas ist Deep Learning?DFKI auf der CeBIT 2016ANT – Novel Navigation System for Multi-legged Robots, second phaseProject WALL-ET – Assistance in supermarkets and warehouses through social, cognitive robotsWie denkt ein Informatiker? – DFKI beim Digitaltag 20213D Dual-Reality Benutzerschnittstelle / Guided ABIntelligent space robotics: scientist Wiebke Brinkmann speaks on the EU-funded research in BremenSELFIE: Self-Verification of Electronic Systems30 Jahre DFKI – Open House – Trailer Langfassung