Predictive Control of Cooperative Robots Sharing Common Workspace

  • We present a model predictive control (MPC) algorithm for online time-optimal trajectory planning of cooperative robotic manipulators. Robotic arms sharing a common confined operational space are exposed to high interrobot collision risks. For collision avoidance, a smooth robot geometry approximation by Bézier curves is applied, utilizing velocity constraints and tangent separating planes, enabling an efficient generation of robot trajectories in real-time. The proposed optimization algorithm is validated on an experimental setup consisting of two collaborative robotic arms performing synchronous pick-and-place tasks.
Metadaten
Author:Argtim TikaORCiD, Bajcinca Naim
URN:urn:nbn:de:hbz:386-kluedo-77158
ISSN:1558-0865
Parent Title (English):IEEE Transactions on Control Systems Technology
Document Type:Article
Language of publication:English
Date of Publication (online):2023/11/20
Year of first Publication:2023
Publishing Institution:Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau
Date of the Publication (Server):2024/02/28
Tag:Collision Avoidance; Model Predictive Control; Optimization; Robotics; Trajectory Planning
GND Keyword:Optimierung; Modellprädiktive Regelung; Robotik
Issue:32/2
Page Number:16
Source:https://ieeexplore.ieee.org/document/10322775
Faculties / Organisational entities:Kaiserslautern - Fachbereich Maschinenbau und Verfahrenstechnik
DDC-Cassification:6 Technik, Medizin, angewandte Wissenschaften / 620 Ingenieurwissenschaften und Maschinenbau
Collections:Open-Access-Publikationsfonds
Licence (German):Zweitveröffentlichung