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Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding

The single-hop star-of-stars topology in low-power and wide-area networks (LPWAN) exhibits reliability and substandard coverage issues, especially in urban areas where line-of-sight (LoS) communication is difficult to achieve. Moreover, LPWAN trade-off the data rate to achieve longer coverage, preve...

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Autores principales: Tanjung, Dion, Byeon, Seunggyu, Huh, Junhwan, Kim, Dong Hyun, Kim, Jong Deok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602015/
https://www.ncbi.nlm.nih.gov/pubmed/33066256
http://dx.doi.org/10.3390/s20205792
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author Tanjung, Dion
Byeon, Seunggyu
Huh, Junhwan
Kim, Dong Hyun
Kim, Jong Deok
author_facet Tanjung, Dion
Byeon, Seunggyu
Huh, Junhwan
Kim, Dong Hyun
Kim, Jong Deok
author_sort Tanjung, Dion
collection PubMed
description The single-hop star-of-stars topology in low-power and wide-area networks (LPWAN) exhibits reliability and substandard coverage issues, especially in urban areas where line-of-sight (LoS) communication is difficult to achieve. Moreover, LPWAN trade-off the data rate to achieve longer coverage, preventing other end-devices from using the time resource. Locating other gateways is uneconomical as it requires infrastructure, such as the internet and a power connection. In this study, we propose a forwarding scheme with a relay to increase LPWAN coverage and reliability while not degrading the network’s capacity. A relay tends to incur unnecessary forwarding that degrades the network capacity unless proper countermeasure is prepared. Our works, namely opportunistic and on-demand network coding (OODC), minimize unnecessary forwarding and make good use of multiple-receiving relays. Network coding is also applied in the relay for better transmission efficiency and reliability simultaneously. Because network coding occurs header overhead, we perform a header compression technique to counter it. According to our simulation result, our method shows better reliability than fixed path forwarding. In an adaptive data rate settings, the OODC achieves a 92% packet delivery ratio (PDR), whereas a fixed-path forwarding only achieves an 84% PDR.
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spelling pubmed-76020152020-11-01 Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding Tanjung, Dion Byeon, Seunggyu Huh, Junhwan Kim, Dong Hyun Kim, Jong Deok Sensors (Basel) Article The single-hop star-of-stars topology in low-power and wide-area networks (LPWAN) exhibits reliability and substandard coverage issues, especially in urban areas where line-of-sight (LoS) communication is difficult to achieve. Moreover, LPWAN trade-off the data rate to achieve longer coverage, preventing other end-devices from using the time resource. Locating other gateways is uneconomical as it requires infrastructure, such as the internet and a power connection. In this study, we propose a forwarding scheme with a relay to increase LPWAN coverage and reliability while not degrading the network’s capacity. A relay tends to incur unnecessary forwarding that degrades the network capacity unless proper countermeasure is prepared. Our works, namely opportunistic and on-demand network coding (OODC), minimize unnecessary forwarding and make good use of multiple-receiving relays. Network coding is also applied in the relay for better transmission efficiency and reliability simultaneously. Because network coding occurs header overhead, we perform a header compression technique to counter it. According to our simulation result, our method shows better reliability than fixed path forwarding. In an adaptive data rate settings, the OODC achieves a 92% packet delivery ratio (PDR), whereas a fixed-path forwarding only achieves an 84% PDR. MDPI 2020-10-13 /pmc/articles/PMC7602015/ /pubmed/33066256 http://dx.doi.org/10.3390/s20205792 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tanjung, Dion
Byeon, Seunggyu
Huh, Junhwan
Kim, Dong Hyun
Kim, Jong Deok
Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title_full Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title_fullStr Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title_full_unstemmed Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title_short Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding
title_sort opportunistic and on-demand network coding-based solutions for lpwan forwarding
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602015/
https://www.ncbi.nlm.nih.gov/pubmed/33066256
http://dx.doi.org/10.3390/s20205792
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