ROSGuard implements memory bandwidth regulation as ROS2 nodes that sample PMU counters and throttle non-critical callbacks via thread priorities, claiming protection comparable to specialized hardware-assisted mechanisms.
Real-time Linux communications: an evaluation of the Linux communication stack for real-time robotic applications
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abstract
As robotics systems become more distributed, the communications between different robot modules play a key role for the reliability of the overall robot control. In this paper, we present a study of the Linux communication stack meant for real-time robotic applications. We evaluate the real-time performance of UDP based communications in Linux on multi-core embedded devices as test platforms. We prove that, under an appropriate configuration, the Linux kernel greatly enhances the determinism of communications using the UDP protocol. Furthermore, we demonstrate that concurrent traffic disrupts the bounded latencies and propose a solution by separating the real-time application and the corresponding interrupt in a CPU.
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ROSGuard: A Bandwidth Regulation Mechanism for ROS2-based Applications
ROSGuard implements memory bandwidth regulation as ROS2 nodes that sample PMU counters and throttle non-critical callbacks via thread priorities, claiming protection comparable to specialized hardware-assisted mechanisms.