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Enabling Green IoT: Energy-Aware Communication Protocols for Battery-less LoRaWAN Devices

Published: 22 November 2021 Publication History

Abstract

Many IoT scenarios, such as smart cities, wild life monitoring, or smart agriculture, involve thousands of battery-powered devices. The disposal and replacement of such batteries represent an important economical and environmental cost. To realize Green IoT solutions, it is therefore desirable to adopt battery-less energy-neutral devices that can harvest power from renewable sources, such as solar or wind energy and store it in much more sustainable capacitors. The limited and inconstant energy supply and the limited energy storage capacity of such devices, however, require special care in the design of communication and computational processes, which have a major impact on the energy consumption of the devices. In this work, we explore multiple elements that could affect the device energy and communication capabilities of LoRaWAN devices. We propose and compare different energy-aware packet transmission algorithms, and test them in a scenario where values for the harvested power are collected from real testbeds. We show that the number of successfully transmitted packets can be doubled by using an energy-aware design approach.

References

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Rushan Arshad, Saman Zahoor, Munam Ali Shah, Abdul Wahid, and Hongnian Yu. 2017. Green IoT: An investigation on energy saving practices for 2020 and beyond. IEEE Access, Vol. 5 (2017), 15667--15681.
[2]
Martina Capuzzo, Carmen Delgado, Jeroen Famaey, and Andrea Zanella. 2021. An ns-3 Implementation of a Battery-Less Node for Energy-Harvesting Internet of Things. Proceedings of the Workshop on Ns-3 (2021), 57--64. https://doi.org/10.1145/3460797.3460805
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CEPT. 2019. ERC Recommendation 70-03 - Relating to the use of Short Range Devices (SRD). Technical Report. CEPT ECC.
[4]
Carmen Delgado, José Mar'ia Sanz, Chris Blondia, and Jeroen Famaey. 2020. Battery-Less LoRaWAN Communications using Energy Harvesting: Modeling and Characterization. IEEE Internet of Things Journal (Aug 2020).
[5]
LoRa Alliance. 2017. LoRaWAN 1.1 Specification. (Oct 2017).
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Davide Magrin, Martina Capuzzo, and Andrea Zanella. 2019. A thorough study of LoRaWAN performance under different parameter settings. IEEE Internet of Things Journal, Vol. 7, 1 (2019), 116--127.
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Lorenzo Vangelista, Andrea Zanella, and Michele Zorzi. 2015. Long-range IoT technologies: The dawn of LoRa?. In Future access enablers of ubiquitous and intelligent infrastructures. Springer, 51--58.

Cited By

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  • (2025)Sustainability in the Internet of Things: Environmental Impacts and Green TechnologiesCybernetics, Human Cognition, and Machine Learning in Communicative Applications10.1007/978-981-97-8533-9_8(93-104)Online publication date: 10-Jan-2025
  • (2024)Using Supercapacitors as a Sustainable Energy Storage Solution for Battery-less IoT Devices2024 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)10.1109/BlackSeaCom61746.2024.10646239(356-359)Online publication date: 24-Jun-2024
  • (2024)Enhanced LR-FHSS receiver for headerless frame recovery in space-terrestrial integrated IoT networksComputer Networks10.1016/j.comnet.2024.111018(111018)Online publication date: Dec-2024
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  1. Enabling Green IoT: Energy-Aware Communication Protocols for Battery-less LoRaWAN Devices

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    cover image ACM Conferences
    MSWiM '21: Proceedings of the 24th International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems
    November 2021
    251 pages
    ISBN:9781450390774
    DOI:10.1145/3479239
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 22 November 2021

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    Author Tags

    1. battery-less device
    2. capacitor
    3. energy harvesting
    4. internet of things
    5. network simulations
    6. ns-3

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    • Short-paper

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    • Flemish FWO SBO
    • University of Antwerp IOF
    • MIUR (Italian Ministry for Education and Research)

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    Overall Acceptance Rate 398 of 1,577 submissions, 25%

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    Cited By

    View all
    • (2025)Sustainability in the Internet of Things: Environmental Impacts and Green TechnologiesCybernetics, Human Cognition, and Machine Learning in Communicative Applications10.1007/978-981-97-8533-9_8(93-104)Online publication date: 10-Jan-2025
    • (2024)Using Supercapacitors as a Sustainable Energy Storage Solution for Battery-less IoT Devices2024 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)10.1109/BlackSeaCom61746.2024.10646239(356-359)Online publication date: 24-Jun-2024
    • (2024)Enhanced LR-FHSS receiver for headerless frame recovery in space-terrestrial integrated IoT networksComputer Networks10.1016/j.comnet.2024.111018(111018)Online publication date: Dec-2024
    • (2024)Exploring the role of the Internet of Things in green buildingsEnergy Science & Engineering10.1002/ese3.184012:9(3779-3822)Online publication date: 31-Jul-2024
    • (2023)Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine SitesSensors10.3390/s2303169823:3(1698)Online publication date: 3-Feb-2023
    • (2023)ENORA: Empowering Energy-Neutral Operation in LoRa Networks via Embedded IntelligenceIEEE Network: The Magazine of Global Internetworking10.1109/MNET.010.220066237:4(127-134)Online publication date: 25-Oct-2023
    • (2023)Queueing Model for Intermittent Communication and Computing of Battery-Less Edge Computing2023 IEEE International Conference on Communications Workshops (ICC Workshops)10.1109/ICCWorkshops57953.2023.10283601(139-144)Online publication date: 28-May-2023
    • (2023)Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A SurveyIEEE Access10.1109/ACCESS.2023.334629911(145813-145852)Online publication date: 2023
    • (2023)Trajectory MattersAd Hoc Networks10.1016/j.adhoc.2023.103179146:COnline publication date: 1-Jul-2023
    • (2022)Towards Adaptive Cybersecurity for Green IoT2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)10.1109/IoTaIS56727.2022.9975990(64-69)Online publication date: 24-Nov-2022
    • Show More Cited By

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