학술논문

Demo: FoReCo – a forecast-based recovery mechanism for real-time remote control of robotic manipulators
Document Type
Conference
Source
2023 IEEE 9th International Conference on Network Softwarization (NetSoft) Network Softwarization (NetSoft), 2023 IEEE 9th International Conference on. :302-304 Jun, 2023
Subject
Communication, Networking and Broadcast Technologies
Wireless communication
Packet loss
Manipulators
Real-time systems
Trajectory
Remote control
multi-domain
VNF
mapping
heuristic
Language
ISSN
2693-9789
Abstract
In this demonstration, FoReCo is introduced as a solution for recovering lost control commands in remotely controlled robots. Visitors are given the opportunity to remotely control a robotic arm using a joystick, with the added challenge of experiencing packet losses in the wireless medium. The lost control commands cause the robotic arm’s trajectory to become distorted. To combat this issue, FoReCo is implemented and utilizes an ML model that has been trained on a real-world dataset to recover the lost control commands. The demonstration illustrates how FoReCo recovers the lost commands, resulting in the robotic arm operating smoothly despite the presence of wireless medium losses.