Carbon footprint optimization of a LoRa-based multi-hop Industrial Internet of Things network deployment

Project publication · Computers in Industry

Summary

The work analyzes the carbon footprint of a LoRa-based multi-hop IIoT network and proposes an optimization framework using renewable energy sources.

Arquitectura de red LoRa multi-hop para optimización de huella de carbono
Figure from the original article. Source: Computers in Industry/Elsevier, reproduced without modification under CC BY-NC-ND 4.0.

Main contribution

The article shows that optimizing energy consumption and minimizing carbon footprint are not always equivalent goals. Gateway placement, device density and multi-hop forwarding have a decisive influence on environmental impact.

Resultados y alcance

La optimización demuestra que el encaminamiento multisalto y la ubicación de pasarelas pueden reducir la huella de carbono frente a despliegues sobredimensionados. El resultado depende de la vida útil, las fuentes de energía, las baterías y el tráfico asumidos, lo que convierte el modelo de ciclo de vida en una parte esencial de la planificación.

Link with BoND1

Sustainability is a cross-cutting line in BoND1. This publication provides concrete environmental criteria for the design of non-cellular IoT networks, especially in industrial deployments where coverage, scalability and emissions must be evaluated together.

DOIUPCT RepositoryDatos de replicación

Project publication · Computers in Industry

Summary

The work analyzes the carbon footprint of a multi-hop IIoT network based on LoRa and proposes an optimization framework with renewable energy sources.

Multi-hop LoRa network architecture for carbon footprint optimization
Figure from the original article. Source: Computers in Industry/Elsevier, reproduced without modifications under CC BY-NC-ND 4.0.

Bibliometric indicators

JCR quartileQ1
Impact factor10.0
Google Scholar citations4
JCR area
Computer Science, Interdisciplinary Applications
JCR year
2025
Scholar query
26 October 2026

Main contribution

The article shows that optimizing energy consumption and minimizing carbon footprint are not always equivalent objectives. The position of gateways, the density of devices and the use of multi-hop forwarding decisively influence the environmental impact.

Results and scope

The optimization demonstrates that multi-hop routing and gateway placement can reduce the carbon footprint of oversized deployments. The outcome depends on the assumed lifespan, power sources, batteries and traffic, making life cycle modeling an essential part of planning.

Link with BoND1

Sustainability is a transversal line of BoND1. This publication provides concrete environmental criteria for the design of non-cellular IoT networks, especially in industrial deployments where coverage, scalability and emissions must be evaluated together.

DOIUPCT RepositoryReplication data

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