Latency and throughput in ROS2

Here’s another update: https://arxiv.org/pdf/1809.02595.pdf

Towards a distributed and real-time framework for robots: evaluation of ROS 2.0 communications for real-time robotic applications

In this work we present an experimental setup to show the suitability of ROS 2.0 for real-time robotic applications. We disclose an evaluation of ROS 2.0 communications in a robotic inter-component (hardware) communication case on top of Linux. We benchmark and study the worst case latencies and missed deadlines to characterize ROS 2.0 communications for real-time applications. We demonstrate experimentally how computation and network congestion impacts the communication latencies and ultimately, propose a setup that, under certain conditions, mitigates these delays and obtains bounded traffic.

Compared to other results:

  • All the measurements have been made in embedded devices.
  • We measure latencies in a inter-component scenario. Given the lack of synchronization mechanisms (in this particular work we did not set them up), we use round-trip (ping-pong).
  • Previous work focuses on the measurement of local latencies while we measure distributed ones.
  • We measure how communications are affected in stressed conditions. This is the best way to show if the communication stack is well configured for real-time (which connects to previous work Latency and throughput in ROS2 - #11 by vmayoral and Latency and throughput in ROS2 - #3 by vmayoral).
2 Likes