Rapid and Resilient LoRa Leap: A Novel Multi-Hop Architecture for Decentralised Earthquake Early Warning Systems.

EEW FLoRa LoRa PLUM broadcast delay earthquake multi-hop

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
13 Sep 2024
Historique:
received: 30 07 2024
revised: 04 09 2024
accepted: 06 09 2024
medline: 28 9 2024
pubmed: 28 9 2024
entrez: 28 9 2024
Statut: epublish

Résumé

We introduce a novel LoRa-based multi-hop communication architecture as an alternative to the public internet for earthquake early warning (EEW). We examine its effectiveness in generating a meaningful warning window for the New Zealand-based decentralised EEW sensor network implemented by the CRISiSLab operating with the adapted Propagation of Local Undamped Motion (PLUM)-based earthquake detection and node-level data processing. LoRa, popular for low-power, long-range applications, has the disadvantage of long transmission time for time-critical tasks like EEW. Our network overcomes this limitation by broadcasting EEWs via multiple short hops with a low spreading factor (SF). The network includes end nodes that generate warnings and relay nodes that broadcast them. Benchmarking with simulations against CRISiSLab's EEW system performance with internet connectivity shows that an SF of 8 can disseminate warnings across all the sensors in a 30 km urban area within 2.4 s. This approach is also resilient, with the availability of multiple routes for a message to travel. Our LoRa-based system achieves a 1-6 s warning window, slightly behind the 1.5-6.75 s of the internet-based performance of CRISiSLab's system. Nevertheless, our novel network is effective for timely mental preparation, simple protective actions, and automation. Experiments with Lilygo LoRa32 prototype devices are presented as a practical demonstration.

Identifiants

pubmed: 39338706
pii: s24185960
doi: 10.3390/s24185960
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Auteurs

Vinuja Ranasinghe (V)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Nuwan Udara (N)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Movindi Mathotaarachchi (M)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Tharindu Thenuwara (T)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Dileeka Dias (D)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Raj Prasanna (R)

Joint Centre for Disaster Research, Massey University, Wellington 6021, New Zealand.

Sampath Edirisinghe (S)

Department of Computer Engineering, University of Sri Jayewardenepura, Ratmalana 10390, Sri Lanka.

Samiru Gayan (S)

Department of Electronic & Telecommunication Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka.

Caroline Holden (C)

SeismoCity Ltd., Wellington 6023, New Zealand.

Amal Punchihewa (A)

ADP Consultancy, Palmerston North 4410, New Zealand.

Max Stephens (M)

Civil and Environmental Engineering, Faculty of Engineering, University of Auckland, Auckland 1023, New Zealand.

Paul Drummond (P)

Canterbury Seismic, Christchurch 8442, New Zealand.

Classifications MeSH