Evidence map›Paper›PMID 41094858›Full record

ArticleSensors (Basel, Switzerland)2025

Gateway-Free LoRa Mesh on ESP32: Design, Self-Healing Mechanisms, and Empirical Performance.

Danilo Arregui Almeida, Juan Chafla Altamirano, Milton Román Cañizares, Pablo Palacios Játiva, Javier Guaña-Moya, Iván Sánchez

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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.

Danilo Arregui AlmeidaFacultad de Hábitat, Infraestructura y Creatividad, Pontificia Universidad Católica del Ecuador, Quito 17012184, Ecuador.ORCID 0009-0003-9810-5547
Juan Chafla AltamiranoFacultad de Hábitat, Infraestructura y Creatividad, Pontificia Universidad Católica del Ecuador, Quito 17012184, Ecuador.ORCID 0000-0002-0773-6745
Milton Román CañizaresFacultad de Hábitat, Infraestructura y Creatividad, Pontificia Universidad Católica del Ecuador, Quito 17012184, Ecuador.ORCID 0000-0002-2861-1722
Pablo Palacios JátivaEscuela de Informática y Telecomunicaciones, Universidad Diego Portales, Santiago 8370190, Chile.ORCID 0000-0002-3958-503X
Javier Guaña-MoyaFacultad de Hábitat, Infraestructura y Creatividad, Pontificia Universidad Católica del Ecuador, Quito 17012184, Ecuador.ORCID 0000-0003-4296-0299
Iván SánchezDepartment of Networking and Telecommunication Engineering, Universidad de las Américas, Quito 170503, Ecuador.ORCID 0000-0003-0686-8612

Funding

Agencia Nacional de Investigación y Desarrollo FOVI240009Fondo Nacional de Desarrollo Científico y Tecnológico 11240799Pontificia Universidad Católica del Ecuador PEP QINV0485-IINV528020300Universidad de Las Américas 563.B.XVI.25
6 · The paper itself

Abstract

LoRa is a long-range, low-power wireless communication technology widely used in Internet of Things (IoT) applications. However, its conventional implementation through Long Range Wide Area Network (LoRaWAN) presents operational constraints due to its centralized topology and reliance on gateways. To overcome these limitations, this work designs and validates a gateway-free mesh communication system that operates directly on commercially available commodity microcontrollers, implementing lightweight self-healing mechanisms suitable for resource-constrained devices. The system, based on ESP32 microcontrollers and LoRa modulation, adopts a mesh topology with custom mechanisms including neighbor-based routing, hop-by-hop acknowledgments (ACKs), and controlled retransmissions. Reliability is achieved through hop-by-hop acknowledgments, listen-before-talk (LBT) channel access, and duplicate suppression using alternate link triggering (ALT). A modular prototype was developed and tested under three scenarios such as ideal conditions, intermediate node failure, and extended urban deployment. Results showed robust performance, achieving a Packet Delivery Ratio (PDR), the percentage of successfully delivered DATA packets over those sent, of up to 95% in controlled environments and 75% under urban conditions. In the failure scenario, an average Packet Recovery Ratio (PRR), the proportion of lost packets successfully recovered through retransmissions, of 88.33% was achieved, validating the system's self-healing capabilities. Each scenario was executed in five independent runs, with values calculated for both traffic directions and averaged. These findings confirm that a compact and fault-tolerant LoRa mesh network, operating without gateways, can be effectively implemented on commodity ESP32-S3 + SX1262 hardware.

Indexed as

ESP32-S3hop-by-hop ACKIoTlisten-before-talkLoRa meshself-healingSX1262

Identifiers

PMID41094858
PMCPMC12526805

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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.