Time-Critical Wireless Networked Embedded Systems: Feasibility and Experimental Assessment
Academic Article
Publication Date:
2020
Short description:
Time-Critical Wireless Networked Embedded Systems: Feasibility and Experimental Assessment / Branz, F.; Antonello, R.; Schenato, L.; Tramarin, F.; Vitturi, S.. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - 16:12(2020), pp. 7732-7742. [10.1109/TII.2020.2992990]
abstract:
In this article, we investigate an innovative solution, to implement high sampling frequency industrial control by means of networked embedded systems connected via WiFi. The basic idea relies on a co-design approach for the control application, which is then able to adapt its sampling period, as well as to tune the Wi-Fi parameters, according to the feedback coming from the network. To this end, we implemented a cross-layer architecture acting at both application and data-link layers, which features a robust frame-delay state estimator, a time-efficient communication policy, and a specific tuning of the critical protocol parameters. Suitable hardware-in-the-loop experiments have been carried out exploiting two different embedded systems available off-the-shelf. The preliminary results, obtained from an extensive experimental campaign, are encouraging since they show that the proposed architecture enables industrial control applications requiring a sampling rate up to 1000 Hz, even in presence of communication impairments.
Iris type:
Articolo su rivista
Keywords:
performance measurements; network measurements; Kalman filters; networked control systems; wireless networks
List of contributors:
Branz, F.; Antonello, R.; Schenato, L.; Tramarin, F.; Vitturi, S.
Published in: