Evidence map›Paper›PMID 36366060›Full record

ArticleSensors (Basel, Switzerland)2022

Practical Latency Analysis of a Bluetooth 5 Decentralized IoT Opportunistic Edge Computing System for Low-Cost SBCs.

Ángel Niebla-Montero, Iván Froiz-Míguez, Paula Fraga-Lamas, Tiago M Fernández-Caramés

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ángel Niebla-MonteroDepartment of Computer Engineering, Faculty of Computer Science, Universidade da Coruña, 15071 A Coruña, Spain.ORCID 0000-0002-1648-9440
Iván Froiz-MíguezDepartment of Computer Engineering, Faculty of Computer Science, Universidade da Coruña, 15071 A Coruña, Spain.ORCID 0000-0003-4068-8842
Paula Fraga-LamasDepartment of Computer Engineering, Faculty of Computer Science, Universidade da Coruña, 15071 A Coruña, Spain.ORCID 0000-0002-4991-6808
Tiago M Fernández-CaramésDepartment of Computer Engineering, Faculty of Computer Science, Universidade da Coruña, 15071 A Coruña, Spain.ORCID 0000-0003-2179-5917

Funding

MCIN/AEI/10.13039/50110001103 PID2020-118857RA (ORBALLO)Xunta de Galicia and ERDF ED431C 2020/15 and ED431G 2019/01
6 · The paper itself

Abstract

IoT devices can be deployed almost anywhere, but they usually need to be connected to other IoT devices, either through the Internet or local area networks. For such communications, many IoT devices make use of wireless communications, whose coverage is key: if no coverage is available, an IoT device becomes isolated. This can happen both indoors (e.g., large buildings, industrial warehouses) or outdoors (e.g., rural areas, cities). To tackle such an issue, opportunistic networks can be useful, since they use gateways to provide services to IoT devices when they are in range (i.e., IoT devices take the opportunity of having a nearby gateway to exchange data or to use a computing service). Moreover, opportunistic networks can provide Edge Computing capabilities, thus creating Opportunistic Edge Computing (OEC) systems, which deploy smart gateways able to perform certain tasks faster than a remote Cloud. This article presents a novel decentralized OEC system based on Bluetooth 5 IoT nodes whose latency is evaluated to determine the feasibility of using it in practical applications. The obtained results indicate that, for the selected scenario, the average end-to-end latency is relatively low (736 ms), but it is impacted by factors such as the location of the bootstrap node, the smart gateway hardware or the use of high-security mechanisms.

Indexed as

bluetooth 5decentralized IoTOEC systemsOpportunistic Edge Computingopportunistic IoTopportunistic networks

Identifiers

PMID36366060
PMCPMC9657838

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.