IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i14p7660-d596982.html
   My bibliography  Save this article

Rural Healthcare IoT Architecture Based on Low-Energy LoRa

Author

Listed:
  • Ace Dimitrievski

    (Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, 1000 Skopje, Macedonia
    These authors contributed equally to this work.)

  • Sonja Filiposka

    (Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, 1000 Skopje, Macedonia
    These authors contributed equally to this work.)

  • Francisco José Melero

    (Technological Centre of Furniture and Wood of the Region of Murcia (CETEM), 30510 Murcia, Spain
    Telecommunication Networks Engineering Group, Technical University of Cartagena, 30202 Cartagena, Spain
    These authors contributed equally to this work.)

  • Eftim Zdravevski

    (Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, 1000 Skopje, Macedonia
    These authors contributed equally to this work.)

  • Petre Lameski

    (Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, 1000 Skopje, Macedonia
    These authors contributed equally to this work.)

  • Ivan Miguel Pires

    (Instituto de Telecomunicações, Universidade da Beira Interior, 6200-001 Covilhã, Portugal
    Computer Science Department, Polytechnic Institute of Viseu, 3504-510 Viseu, Portugal
    UICISA:E Research Centre, School of Health, Polytechnic Institute of Viseu, 3504-510 Viseu, Portugal
    These authors contributed equally to this work.)

  • Nuno M. Garcia

    (Instituto de Telecomunicações, Universidade da Beira Interior, 6200-001 Covilhã, Portugal
    These authors contributed equally to this work.)

  • José Paulo Lousado

    (CISeD Research Centre in Digital Services, Polytechnic Institute of Viseu, 3504-510 Viseu, Portugal
    These authors contributed equally to this work.)

  • Vladimir Trajkovik

    (Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, 1000 Skopje, Macedonia
    These authors contributed equally to this work.)

Abstract

Connected health is expected to introduce an improvement in providing healthcare and doctor-patient communication while at the same time reducing cost. Connected health would introduce an even more significant gap between healthcare quality for urban areas with physical proximity and better communication to providers and the portion of rural areas with numerous connectivity issues. We identify these challenges using user scenarios and propose LoRa based architecture for addressing these challenges. We focus on the energy management of battery-powered, affordable IoT devices for long-term operation, providing important information about the care receivers’ well-being. Using an external ultra-low-power timer, we extended the battery life in the order of tens of times, compared to relying on low power modes of the microcontroller.

Suggested Citation

  • Ace Dimitrievski & Sonja Filiposka & Francisco José Melero & Eftim Zdravevski & Petre Lameski & Ivan Miguel Pires & Nuno M. Garcia & José Paulo Lousado & Vladimir Trajkovik, 2021. "Rural Healthcare IoT Architecture Based on Low-Energy LoRa," IJERPH, MDPI, vol. 18(14), pages 1-25, July.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:14:p:7660-:d:596982
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/14/7660/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/18/14/7660/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. José Paulo Lousado & Sandra Antunes, 2020. "Monitoring and Support for Elderly People Using LoRa Communication Technologies: IoT Concepts and Applications," Future Internet, MDPI, vol. 12(11), pages 1-30, November.
    2. Chang, Hongqin & Dong, Xiao-yuan & MacPhail, Fiona, 2011. "Labor Migration and Time Use Patterns of the Left-behind Children and Elderly in Rural China," World Development, Elsevier, vol. 39(12), pages 2199-2210.
    3. Oliver, Miquel & Majumder, Sudip, 2019. "Motivation for TV white space: An explorative study on Africa for achieving the rural broadband gap," 2nd Europe – Middle East – North African Regional ITS Conference, Aswan 2019: Leveraging Technologies For Growth 201733, International Telecommunications Society (ITS).
    4. Zheng, Linfeng & Zhu, Jianguo & Lu, Dylan Dah-Chuan & Wang, Guoxiu & He, Tingting, 2018. "Incremental capacity analysis and differential voltage analysis based state of charge and capacity estimation for lithium-ion batteries," Energy, Elsevier, vol. 150(C), pages 759-769.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chenxi Liu & Fan Wang & Xihong Gao & Harry Smith, 2021. "Exploring Solutions to Improve the Evaluation of Development of Rural Villages: A Case Study of the Application of the Evaluation for the Construction of Beautiful Villages (ECBV) in a Village in Sout," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    2. Ghorbanzadeh, Milad & Astaneh, Majid & Golzar, Farzin, 2019. "Long-term degradation based analysis for lithium-ion batteries in off-grid wind-battery renewable energy systems," Energy, Elsevier, vol. 166(C), pages 1194-1206.
    3. Zhang, Yajun & Liu, Yajie & Wang, Jia & Zhang, Tao, 2022. "State-of-health estimation for lithium-ion batteries by combining model-based incremental capacity analysis with support vector regression," Energy, Elsevier, vol. 239(PB).
    4. Zheng Mu & Wei-Jun Jean Yeung, 2018. "For Money or for a Life: A Mixed-Method Study on Migration and Time Use in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(1), pages 347-379, August.
    5. Sylvie Démurger & Shi Li, 2013. "Migration, Remittances, and Rural Employment Patterns: Evidence from China," Research in Labor Economics, in: Labor Market Issues in China, pages 31-63, Emerald Group Publishing Limited.
    6. Tang, Xiaopeng & Liu, Kailong & Lu, Jingyi & Liu, Boyang & Wang, Xin & Gao, Furong, 2020. "Battery incremental capacity curve extraction by a two-dimensional Luenberger–Gaussian-moving-average filter," Applied Energy, Elsevier, vol. 280(C).
    7. Patricia Justino & Olga Shemyakina, 2012. "Remittances and labor supply in post-conflict Tajikistan," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-28, December.
    8. repec:hal:wpaper:halshs-00744438 is not listed on IDEAS
    9. Sun, Daoming & Yu, Xiaoli & Wang, Chongming & Zhang, Cheng & Huang, Rui & Zhou, Quan & Amietszajew, Taz & Bhagat, Rohit, 2021. "State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator," Energy, Elsevier, vol. 214(C).
    10. de Brauw, Alan & Kramer, Berber & Murphy, Mike, 2021. "Migration, labor and women’s empowerment: Evidence from an agricultural value chain in Bangladesh," World Development, Elsevier, vol. 142(C).
    11. Singh, Karanjot & Tjahjowidodo, Tegoeh & Boulon, Loïc & Feroskhan, Mir, 2022. "Framework for measurement of battery state-of-health (resistance) integrating overpotential effects and entropy changes using energy equilibrium," Energy, Elsevier, vol. 239(PA).
    12. Kseniia Gatskova & Artjoms Ivlevs & Barbara Dietz, 2019. "Can Labor Emigration Affect the Education of Girls? Evidence from Tajikistan," Feminist Economics, Taylor & Francis Journals, vol. 25(3), pages 96-118, July.
    13. Kseniia Gatskova & Artjoms Ivlevs & Barbara Dietz, 2017. "Does migration affect education of girls and young women in Tajikistan?," WIDER Working Paper Series 104, World Institute for Development Economic Research (UNU-WIDER).
    14. Leena Bhattacharya, 2019. "Short-Term Migration and Children’s School Attendance: Evidence from Rural India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 62(4), pages 659-691, December.
    15. Yong Tian & Qianyuan Dong & Jindong Tian & Xiaoyu Li, 2023. "Capacity Estimation of Lithium-Ion Batteries Based on Multiple Small Voltage Sections and BP Neural Networks," Energies, MDPI, vol. 16(2), pages 1-18, January.
    16. Weiming Tong & Kevin Lo, 2021. "Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China," Agriculture, MDPI, vol. 11(8), pages 1-15, August.
    17. Lijuan Xu & Abbas Ali Chandio & Jingyi Wang & Yuansheng Jiang, 2022. "Does Farmland Tenancy Improve Household Asset Allocation? Evidence from Rural China," Land, MDPI, vol. 12(1), pages 1-22, December.
    18. Xiong, Rui & Pan, Yue & Shen, Weixiang & Li, Hailong & Sun, Fengchun, 2020. "Lithium-ion battery aging mechanisms and diagnosis method for automotive applications: Recent advances and perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    19. Ai Yue & Yu Bai & Yaojiang Shi & Renfu Luo & Scott Rozelle & Alexis Medina & Sean Sylvia, 2020. "Parental Migration and Early Childhood Development in Rural China," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 403-422, April.
    20. Xu, Hao, 2017. "The time use pattern and labour supply of the left behind spouse and children in rural China," China Economic Review, Elsevier, vol. 46(S), pages 77-101.
    21. Libang Ma & Yuqing Zhang & Zhihao Shi & Haojian Dou, 2022. "The Rural Livability Evaluation and Its Governance Path Based on the Left-Behind Perspective: Evidence from the Oasis Area of the Hexi Corridor in China," Sustainability, MDPI, vol. 14(11), pages 1-22, May.

    More about this item

    Keywords

    connected health; LoRa; IoT;
    All these keywords.

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:14:p:7660-:d:596982. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.