Evaluation of an IoT Strain-Sensing System with LoRa Telemetry and Asset Metadata.

Xiaoxiao Bu, Shenshi Jiang, Henry Gong, Tommy Chaung, Enbang Li, Zhengyi Jiang

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 2026. 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

6 authors.

Xiaoxiao BuSchool of Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.ORCID 0009-0000-7959-7097

Shenshi JiangSchool of Mathematics and Physics, University of Wollongong, Wollongong, NSW 2522, Australia.ORCID 0009-0000-1662-0106

Henry GongRoobuck Pty Ltd., Brookvale, NSW 2100, Australia.ORCID 0009-0004-6612-1291

Tommy ChaungRoobuck Pty Ltd., Brookvale, NSW 2100, Australia.ORCID 0009-0008-1843-3767

Enbang LiSchool of Mathematics and Physics, University of Wollongong, Wollongong, NSW 2522, Australia.ORCID 0000-0001-7655-514X

Zhengyi JiangSchool of Engineering, University of Wollongong, Wollongong, NSW 2522, Australia.ORCID 0000-0001-8676-7461

Funding

Australian Research Council IC220100028

6 · The paper itself

Abstract

Instrumented rock-bolt monitoring requires strain records that retain integrity and asset context after local processing and wireless transmission. An Internet of Things (IoT) strain-sensing system with LoRa telemetry and asset metadata was evaluated on a cantilever fixture. The node converted tare-referenced bridge counts to apparent strain, applied temperature compensation using a lagged temperature term, evaluated alarms locally, and buffered summaries for LoRa transfer. Histories were assessed using sequence continuity and a 32-bit cyclic redundancy check (CRC-32). Ten monotonic loading runs showed linear responses to nominal screw advance (

Indexed as

asset metadataedge processinghistory recoveryinstrumented rock boltInternet of Things (IoT)LoRastrain sensingtemperature compensation

Identifiers

PMID42817244

DOI10.3390/s26185686

PMCPMC13611494

What OpenQuestion holds

Textmetadata

Read underepoch 390

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.