Academic Journal

Open-Access Platform for the Simulation of Aerial Robotic Manipulators

التفاصيل البيبلوغرافية
العنوان: Open-Access Platform for the Simulation of Aerial Robotic Manipulators
المؤلفون: Jose Varela-Aldas, Luis F. Recalde, Bryan S. Guevara, Victor H. Andaluz, Daniel C. Gandolfo
المصدر: IEEE Access, Vol 12, Pp 49735-49751 (2024)
بيانات النشر: IEEE, 2024.
سنة النشر: 2024
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: Robotic simulation, aerial robotic manipulator dynamics, open source, dynamic parameters identification, control algorithms, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: Recent technological advances have brought increased attention to aerial robotic manipulators (ARMs), particularly in applications that involve physical interactions using tools such as welding and drilling, as well as in the autonomous pickup and transport of objects. However, translating control algorithms into real-world applications for aerial robotic manipulators may prove challenging, given the potential for accidents and the time-consuming nature of experiments; furthermore, the acquisition of aerial robotic manipulators could impose a substantial financial burden on universities, research centers, and companies. Therefore, this work addresses these issues by developing an open access platform to simulate aerial robotic manipulators and test control strategies. The presented simulator is based on the kinematics and dynamics of the Matrice-100 aerial platform equipped with a 3 DOF robotic arm, where the mathematical formulation was developed using the Euler-Lagrange formalism. In addition, optimization techniques were used to perform the parameter identification procedure, ensuring the development of an accurate model for the open-access platform. The simulator platform is built upon the integration of Python, the Robot Operating System (ROS), and Unity 3D. These components collaborate to describe and demonstrate the behavior of the aerial robotic manipulator during the test process of control system algorithms. Simple tests were conducted to validate the open-access simulator platform. The proposed approach ensures the evaluation, testing of control strategies, and the ability to conduct experiments before hardware implementations. Finally, the proposal was published as an open source platform available in the following Code.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2169-3536
Relation: https://ieeexplore.ieee.org/document/10491265/; https://doaj.org/toc/2169-3536
DOI: 10.1109/ACCESS.2024.3384986
URL الوصول: https://doaj.org/article/6c20eb1026ef4b2791f46ac7163139b2
رقم الانضمام: edsdoj.6c20eb1026ef4b2791f46ac7163139b2
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21693536
DOI:10.1109/ACCESS.2024.3384986