Increasing communication reliability in manufacturing environments

Radenkovic, Milena; Kostadinov, Ivaylo; Wietrzyk, Bartosz

Abstract

This paper is concerned with low cost mechanisms that can increase reliability of machine to machine and machine to cloud communications in increasingly complex manufacturing environments that are prone to disconnections and faults. We propose a novel distributed and cooperative sensing framework that supports localized real time predictive analytics of connectivity patterns and detection of a range of faults together with issuing of notifications and responding on demand queries. We show that our Fault and Disconnection Aware Smart Sensing (FDASS) framework achieves significantly lower packet loss rates and communication delays in the face of unreliable nodes and networks when compared to the state of the art and benchmark approaches.

Citation

Radenkovic, M., Kostadinov, I., & Wietrzyk, B. Increasing communication reliability in manufacturing environments. Presented at 2015 International Wireless Communications and Mobile Computing Conference (IWCMC)

• Conference Name: 2015 International Wireless Communications and Mobile Computing Conference (IWCMC)
• End Date: Aug 28, 2015
• Acceptance Date: Apr 12, 2015
• Publication Date: Aug 28, 2015
• Deposit Date: Jun 14, 2016
• Publicly Available Date: Jun 14, 2016
• Peer Reviewed: Peer Reviewed
• Book Title: 2015 International Wireless Communications and Mobile Computing Conference (IWCMC)
• DOI: https://doi.org/10.1109/IWCMC.2015.7289283
• Keywords: Opportunistic Networks, Ad hoc networks, Self-organized; networks
• Public URL: https://nottingham-repository.worktribe.com/output/758363
• Publisher URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7289283
• Additional Information: © 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.; Published in: 2015 International Wireless Communications and Mobile Computing Conference (IWCMC 2015): Dubrovnik, Croatia, 24 - 28 August 2015, p. 1377-1383.ISBN 9781479953431, doi: 10.1109/IWCMC.2015.7289283
• Contract Date: Jun 14, 2016