Evidence map›Paper›PMID 39409258›Full record

ArticleSensors (Basel, Switzerland)2024

FloatingBlue: A Delay Tolerant Networks-Enabled Internet of Things Architecture for Remote Areas Combining Data Mules and Low Power Communications.

Ruan C M Teixeira, Celso B Carvalho, Carlos T Calafate, Edjair Mota, Rubens A Fernandes, Andre L Printes, Lennon B F Nascimento

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Ruan C M TeixeiraPostgraduate Program in Electrical Engineering, Federal University of Amazonas, Manaus 69080-900, Brazil.ORCID 0000-0001-9882-3969
Celso B CarvalhoPostgraduate Program in Electrical Engineering, Federal University of Amazonas, Manaus 69080-900, Brazil.ORCID 0000-0002-7378-8893
Carlos T CalafateUniversitat Politècnica de València, 46022 València, Spain.ORCID 0000-0001-5729-3041
Edjair MotaInstitute of Computing, Federal University of Amazonas, Manaus 69080-900, Brazil.ORCID 0000-0001-7411-0673
Rubens A FernandesEmbedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil.ORCID 0000-0002-2974-069X
Andre L PrintesEmbedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil.ORCID 0000-0001-7915-283X
Lennon B F NascimentoEmbedded Systems Laboratory, State University of Amazonas, Manaus 69050-020, Brazil.ORCID 0000-0002-0528-0641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monitoring vast and remote areas like forests using Wireless Sensor Networks (WSNs) presents significant challenges, such as limited energy resources and signal attenuation over long distances due to natural obstacles. Traditional solutions often require extensive infrastructure, which is impractical in such environments. To address these limitations, we introduce the "FloatingBlue" architecture. This architecture, known for its superior energy efficiency, combines Bluetooth Low Energy (BLE) technology with Delay Tolerant Networks (DTN) and data mules. It leverages BLE's low power consumption for energy-efficient sensor broadcasts while utilizing DTN-enabled data mules to collect data from dispersed sensors without constant network connectivity. Deployed in a remote agricultural area in the Amazon region, "FloatingBlue" demonstrated significant improvements in energy efficiency and communication range, with a high Packet Delivery Ratio (PDR). The developed BLE beacon sensor achieved state-of-the-art energy consumption levels, using only 2.25 µJ in sleep mode and 11.8 µJ in transmission mode. Our results highlight "FloatingBlue" as a robust, low-power solution for remote monitoring in challenging environments, offering an energy-efficient and scalable alternative to traditional WSN approaches.

Indexed as

BLEDTNIoTlow power communicationsUAV

Identifiers

PMID39409258
PMCPMC11478402

What OpenQuestion holds

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Registered trials

None linked

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.