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Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN
The Internet of Things (IoT) leverages added valued services by the wide spread of connected smart devices. The Swarm Computing paradigm considers a single abstraction layer that connects all kinds of devices globally, from sensors to super computers. In this context, the Low-Power Wide-Area Network...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8777660/ https://www.ncbi.nlm.nih.gov/pubmed/35062625 http://dx.doi.org/10.3390/s22020664 |
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author | Afzal, Samira De Biase, Laisa C. C. Fedrecheski, Geovane Pereira, William T. Zuffo, Marcelo K. |
author_facet | Afzal, Samira De Biase, Laisa C. C. Fedrecheski, Geovane Pereira, William T. Zuffo, Marcelo K. |
author_sort | Afzal, Samira |
collection | PubMed |
description | The Internet of Things (IoT) leverages added valued services by the wide spread of connected smart devices. The Swarm Computing paradigm considers a single abstraction layer that connects all kinds of devices globally, from sensors to super computers. In this context, the Low-Power Wide-Area Network (LPWAN) emerges, spreading out connection to the IoT end devices. With the upsides of long-range, low power and low cost, LPWAN presents major limitations regarding data transmission capacity, throughput, supported packet length and quantity per day limitation. This situation makes LPWAN systems with limited interoperability integrate with systems based on REpresentational State Transfer (REST). This work investigates how to connect web-based IoT applications with LPWANs. The analysis was carried out studying the number of packets generated for a use case of REST-based IoT over LPWAN, specifically the Swarm OS over LoRaWAN. The work also presents an analysis of the impact of using promising schemes for lower communication load. We evaluated Constrained Application Protocol (CoAP), Static Context Header Compression (SCHC) and Concise Binary Object Representation (CBOR) to make transmission over the restricted links of LPWANs possible. The attained results show the reduction of 98.18% packet sizes while using SCHC and CBOR compared to HTTP and JSON by sending fewer packets with smaller sizes. |
format | Online Article Text |
id | pubmed-8777660 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87776602022-01-22 Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN Afzal, Samira De Biase, Laisa C. C. Fedrecheski, Geovane Pereira, William T. Zuffo, Marcelo K. Sensors (Basel) Article The Internet of Things (IoT) leverages added valued services by the wide spread of connected smart devices. The Swarm Computing paradigm considers a single abstraction layer that connects all kinds of devices globally, from sensors to super computers. In this context, the Low-Power Wide-Area Network (LPWAN) emerges, spreading out connection to the IoT end devices. With the upsides of long-range, low power and low cost, LPWAN presents major limitations regarding data transmission capacity, throughput, supported packet length and quantity per day limitation. This situation makes LPWAN systems with limited interoperability integrate with systems based on REpresentational State Transfer (REST). This work investigates how to connect web-based IoT applications with LPWANs. The analysis was carried out studying the number of packets generated for a use case of REST-based IoT over LPWAN, specifically the Swarm OS over LoRaWAN. The work also presents an analysis of the impact of using promising schemes for lower communication load. We evaluated Constrained Application Protocol (CoAP), Static Context Header Compression (SCHC) and Concise Binary Object Representation (CBOR) to make transmission over the restricted links of LPWANs possible. The attained results show the reduction of 98.18% packet sizes while using SCHC and CBOR compared to HTTP and JSON by sending fewer packets with smaller sizes. MDPI 2022-01-15 /pmc/articles/PMC8777660/ /pubmed/35062625 http://dx.doi.org/10.3390/s22020664 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Afzal, Samira De Biase, Laisa C. C. Fedrecheski, Geovane Pereira, William T. Zuffo, Marcelo K. Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title | Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title_full | Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title_fullStr | Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title_full_unstemmed | Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title_short | Analysis of Web-Based IoT through Heterogeneous Networks: Swarm Computing over LoRaWAN |
title_sort | analysis of web-based iot through heterogeneous networks: swarm computing over lorawan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8777660/ https://www.ncbi.nlm.nih.gov/pubmed/35062625 http://dx.doi.org/10.3390/s22020664 |
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