TY - GEN
T1 - Software Framework of Autonomous Mobile Robots on Isaac Sim and ROS
AU - Jiono, Mahfud
AU - Lin, Hsien I.
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - The purpose of this research is to address the increasing significance of autonomous mobile robots (AMR) in military applications. Several researchers have made significant investments in AMR development, recognizing the urgency of enhancing their capabilities in preparation for potential threats in factory environments. The research aims to integrate key technologies essential for polishing robots in the factory using Isaac Sim and the ROS framework. This includes the use of AI and sensor fusion technology for robot movement, as well as for detecting and tracking obstacles, target objects, and the formation control of the AMR itself. The outcomes of our experiments have been promising. We have effectively defined and executed a sequence of arm robot positions. The robots start from the initial position, proceed to the predetermined second point, and subsequently advance to the position goal point before returning to their starting point. Concerning mobile robot movement control, we have established target positions to demonstrate the robot's capabilities.
AB - The purpose of this research is to address the increasing significance of autonomous mobile robots (AMR) in military applications. Several researchers have made significant investments in AMR development, recognizing the urgency of enhancing their capabilities in preparation for potential threats in factory environments. The research aims to integrate key technologies essential for polishing robots in the factory using Isaac Sim and the ROS framework. This includes the use of AI and sensor fusion technology for robot movement, as well as for detecting and tracking obstacles, target objects, and the formation control of the AMR itself. The outcomes of our experiments have been promising. We have effectively defined and executed a sequence of arm robot positions. The robots start from the initial position, proceed to the predetermined second point, and subsequently advance to the position goal point before returning to their starting point. Concerning mobile robot movement control, we have established target positions to demonstrate the robot's capabilities.
KW - AMR robot
KW - Isaac Sim simulation
KW - Robot formation control
KW - ROS framework
UR - http://www.scopus.com/inward/record.url?scp=85183574593&partnerID=8YFLogxK
U2 - 10.1109/ICCMA59762.2023.10374780
DO - 10.1109/ICCMA59762.2023.10374780
M3 - Conference contribution
AN - SCOPUS:85183574593
T3 - 2023 11th International Conference on Control, Mechatronics and Automation, ICCMA 2023
SP - 158
EP - 163
BT - 2023 11th International Conference on Control, Mechatronics and Automation, ICCMA 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th International Conference on Control, Mechatronics and Automation, ICCMA 2023
Y2 - 1 November 2023 through 3 November 2023
ER -