Evidence map›Paper›PMID 42122351›Full record

ArticleSensors (Basel, Switzerland)2026

Hybrid Communication Architecture and Flexible Multi-Parameter Sensing Modules for Mine Rescue: Design and Preliminary Validation.

Shengyuan Wang, Peng Chen, Shiyang Peng, Jiahao Liu

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

4 authors.

Shengyuan WangSchool of Emergency Management and Safety Engineering, China University of Mining and Technology-Beijing, Beijing 100083, China.ORCID 0009-0002-3104-245X
Peng ChenSchool of Mine Safety, University of Emergency Management, Beijing (East Yanjiao), Beijing 065201, China.ORCID 0000-0003-4712-2606
Shiyang PengSchool of Emergency Management and Safety Engineering, China University of Mining and Technology-Beijing, Beijing 100083, China.ORCID 0009-0006-1360-338X
Jiahao LiuSchool of Mine Safety, University of Emergency Management, Beijing (East Yanjiao), Beijing 065201, China.ORCID 0009-0006-9638-4353

Funding

Key Laboratory of Coal and Rock Dynamic Disaster Prevention and Control, National Mine Safety and Supervision Bureau NMSA-2024-004National Natural Science Foundation of China 52574243
6 · The paper itself

Abstract

Mine rescue operations are frequently conducted in hazardous underground environments characterized by damaged infrastructure, unstable communications, heat stress, and hypoxia risk, all of which threaten the safety of rescue personnel. To address these challenges, this study proposes a prototype-oriented mine-rescue monitoring framework that combines a Wi-Fi/optical-fiber communication architecture with flexible wearable sensing modules for physiological monitoring. The communication design employs Wi-Fi for local wireless data aggregation and optical fiber for reliable long-distance backhaul to the surface command side. For wearable monitoring, two flexible sensing modules were developed: a temperature sensor based on a polyaniline/graphene-polyvinyl butyral composite film and a PPG-oriented flexible optoelectronic module based on an ITO/Ag/ITO multilayer transparent electrode structure. Experimental results show that the temperature sensor exhibits a clear temperature-dependent resistance response within the tested range, while the optoelectronic module demonstrates low sheet resistance and acceptable electrical continuity under repeated bending. These results provide preliminary support for combining hybrid underground communication architecture with flexible wearable sensing components in mine-rescue scenarios. However, the present work remains at the stage of architecture design and component-level validation, and full end-to-end system verification under simulated or field rescue conditions will be the focus of future studies.

Indexed as

emergency communicationsflexible sensingmine rescuevital signs

Identifiers

PMID42122351
PMCPMC13165737

What OpenQuestion holds

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LicenceCC BY
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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.