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Distributed BATS-Based Schemes for Uplink of Industrial Internet of Things
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0002-5407-0835
2019 (English)In: ICC 2019 - 2019 IEEE International Conference on Communications (ICC), Institute of Electrical and Electronics Engineers (IEEE), 2019, Vol. 2019Conference paper, Published paper (Refereed)
Abstract [en]

In Industrial Internet of Things (IIoTs), data generated during manufacturing are collected by sensors and need be processed timely. The direction of data transmissions from sensors to processing centers (fog nodes) is often called uplink transmission. In this paper, the cases with single and multiple distributed fog nodes, which are also referred to as centralized and distributed models, are studied. Two distributed schemes based on batched sparse (BATS) codes are proposed separately for the uplink of these two models. The expected rank and the recovery probability of the information from sensors at fog node(s) are derived. Comparison results show that by using the proposed BATS-based schemes, improved transmission reliability can be achieved compared to the XOR-based network coding (NC) scheme.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2019. Vol. 2019
Series
IEEE International Conference on Communications, ISSN 1550-3607
Keywords [en]
distributed fog nodes, Industrial Internet of Things, network coding, uplink transmissions
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:kth:diva-258171DOI: 10.1109/ICC.2019.8761656ISI: 000492038803129Scopus ID: 2-s2.0-85070224646ISBN: 9781538680889 (print)OAI: oai:DiVA.org:kth-258171DiVA, id: diva2:1349838
Conference
2019 IEEE International Conference on Communications, ICC 2019; Shanghai International Convention Center, Shanghai; China; 20 May 2019 through 24 May 2019
Note

QC 20190910

Available from: 2019-09-10 Created: 2019-09-10 Last updated: 2019-12-09Bibliographically approved

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Yue, JingXiao, Ming

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf