The ARC-OPT Library for Whole-Body Control of Robotic Systems

ARC-OPT (Adaptive Robot Control using OPTimization) is a C++ library for Whole-Body Control (WBC) (Sentis & Khatib, 2006) of complex robotic systems, such as humanoids, quadrupedal robots, or mobile manipulators.In general, WBC describes a robot control problem in terms of costs and constraints of a quadratic program (QP).The cost function thereby minimizes the residuals of multiple feedback controllers, each dedicated to a specific robot task, along with further objectives.In each control cycle, the QP is solved and the solution, which should fulfill all objectives if possible, is sent to the robot's actuators.WBC is a reactive control approach, which targets redundant robots and is able to control multiple tasks simultaneously, like, e.g., grasping and balancing on a humanoid robot.

Authors

Institutions

Publication Details

Journal
The Journal of Open Source Software
Published
2024-12-30
DOI
https://doi.org/10.21105/joss.06696
Citations
2
Primary Topic
Robot Manipulation and Learning
Type
article
Field-Weighted Citation Impact
0.66

Funders

Controls
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article

The ARC-OPT Library for Whole-Body Control of Robotic Systems

Frank Kirchner, Dennis Mronga
2 citations
The Journal of Open Source Software
Robot Manipulation and Learning
0.66
article

The ARC-OPT Library for Whole-Body Control of Robotic Systems

Frank Kirchner, Dennis Mronga
article en
2 citations

Abstract

ARC-OPT (Adaptive Robot Control using OPTimization) is a C++ library for Whole-Body Control (WBC) (Sentis & Khatib, 2006) of complex robotic systems, such as humanoids, quadrupedal robots, or mobile manipulators.In general, WBC describes a robot control problem in terms of costs and constraints of a quadratic program (QP).The cost function thereby minimizes the residuals of multiple feedback controllers, each dedicated to a specific robot task, along with further objectives.In each control cycle, the QP is solved and the solution, which should fulfill all objectives if possible, is sent to the robot's actuators.WBC is a reactive control approach, which targets redundant robots and is able to control multiple tasks simultaneously, like, e.g., grasping and balancing on a humanoid robot.

The Journal of Open Source SoftwareVol. 9(104)
University of Bremen (DE), German Research Centre for Artificial Intelligence (DE)
Bundesministerium für Bildung und Forschung
Openalex Percentile: Top 28%
Robot Manipulation and Learning
0.66
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