Increasing communication reliability in manufacturing environments
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 th...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
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2015
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| Online Access: | https://eprints.nottingham.ac.uk/33928/ |
| _version_ | 1848794736390832128 |
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| author | Radenkovic, Milena Kostadinov, Ivaylo Wietrzyk, Bartosz |
| author_facet | Radenkovic, Milena Kostadinov, Ivaylo Wietrzyk, Bartosz |
| author_sort | Radenkovic, Milena |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T19:20:56Z |
| format | Conference or Workshop Item |
| id | nottingham-33928 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T19:20:56Z |
| publishDate | 2015 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-339282020-05-04T17:14:30Z https://eprints.nottingham.ac.uk/33928/ Increasing communication reliability in manufacturing environments Radenkovic, Milena Kostadinov, Ivaylo Wietrzyk, Bartosz 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. 2015-08-28 Conference or Workshop Item PeerReviewed Radenkovic, Milena, Kostadinov, Ivaylo and Wietrzyk, Bartosz (2015) Increasing communication reliability in manufacturing environments. In: 2015 International Wireless Communications and Mobile Computing Conference (IWCMC), 24-28 August, 2015, Dubrovnik, Croatia. Opportunistic Networks Ad hoc networks Self-organized networks http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7289283 10.1109/IWCMC.2015.7289283 10.1109/IWCMC.2015.7289283 10.1109/IWCMC.2015.7289283 |
| spellingShingle | Opportunistic Networks Ad hoc networks Self-organized networks Radenkovic, Milena Kostadinov, Ivaylo Wietrzyk, Bartosz Increasing communication reliability in manufacturing environments |
| title | Increasing communication reliability in manufacturing environments |
| title_full | Increasing communication reliability in manufacturing environments |
| title_fullStr | Increasing communication reliability in manufacturing environments |
| title_full_unstemmed | Increasing communication reliability in manufacturing environments |
| title_short | Increasing communication reliability in manufacturing environments |
| title_sort | increasing communication reliability in manufacturing environments |
| topic | Opportunistic Networks Ad hoc networks Self-organized networks |
| url | https://eprints.nottingham.ac.uk/33928/ https://eprints.nottingham.ac.uk/33928/ https://eprints.nottingham.ac.uk/33928/ |