Optimizing Camera Stream Transport in Cloud-Based Industrial Robotic Systems

Author:

Balogh Marcell,Vidács Attila

Abstract

Combining visual-guided robotics with cloud networking brought a new era into industrial robotic research and development. New challenges have to be tackled with a focus on providing proper communication and data processing setup: sensor data processing as well as the control software should be decoupled from the local robot hardware and should move into the cloud. In the emerging field of cloud robotics, there are trade-offs that have to be handled. More and more sensors such as cameras are being integrated but it comes with a cost. All sensory data have to be sent through often limited networking resources, while latency must be kept as low as possible. In this paper we propose a general solution for efficient camera stream transportation in cloud robotic systems. After introducing our test scenario with the used hardware and software elements, a detailed overview of the architecture is presented with describing each task of the components. The goal of this paper is to examine the current stream transportation implementations in ROS environment and implement a more efficient method. The performance of the proposed method is investigated and compared with other solutions evidenced by measurements.

Publisher

Infocommunications Journal

Subject

Electrical and Electronic Engineering,General Computer Science

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Digital Twins in Industry 5.0: Challenges in Modeling and Communication;NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium;2023-05-08

2. Enhancing Visual Domain Randomization with Real Images for Sim-to-Real Transfer;Infocommunications journal;2023

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