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A Study on LoRa Signal Propagation Models in Urban Environments for Large-scale Networks DeploymentPETRARIU, A. I. , MUTESCU, P.-M. , COCA, E. , LAVRIC, A.
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LoRa signal coverage, Internet of Things, urban areas, chirp modulation, radiofrequency interference
lora(11), internet(8), propagation(6), technology(5), environment(5), communication(5), systems(4), power(4), networks(4), evaluation(4)
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About this article
Date of Publication: 2021-11-30
Volume 21, Issue 4, Year 2021, On page(s): 61 - 68
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2021.04007
Web of Science Accession Number: 000725107100007
SCOPUS ID: 85122257608
The development of Low-Power Wide-Area Networks is challenging in urban areas due to the terrain elevation changes, clutter losses or dense vegetation regions that attenuate the radio signals. To provide accurate coverage estimation, signal propagation models that integrate losses caused by reflections or attenuations should be used. In this study, we analyze two radio propagation models used for different urban environment configurations, Longley-Rice and ITU-R, to perform a coverage estimation of a LoRa communication network for large-scale deployments. According to our analysis results, validated by measurements, the Longley-Rice and ITU-R radio propagation models are suitable for an urban environment as they use vegetation path losses and can be adapted according to LoRa modulation requirements. Those propagation models are adjusted for real urban field measurements achieved from a point-to-point communication. The obtained results focus also on coverage optimization of a locally deployed LoRa network, considering the best gateway location for the optimum coverage. Thus, a low-cost deployment of the entire network is ensured by reducing the number of installed gateways.
|References|||||Cited By «-- Click to see who has cited this paper|
| J. Manyika, R. Dobbs, M. Chui, J. Bughin, P. Bisson, J. Woetzel, "The Internet of things - Mapping the value beyond the hype," Economics, Technological innovation, McKinsey Global Institute, 2015.
 A. Qazi, G. Hardaker, I. S. Ahmad, M. Darwich, J. Z. Maitama and A. Dayani, "The Role of Information & Communication Technology in Elearning Environments: A Systematic Review," in IEEE Access, vol. 9, pp. 45539-45551, 2021,
[CrossRef] [Web of Science Times Cited 10] [SCOPUS Times Cited 12]
 W. Wang, K. Sun, C. Zeng, C. Chen, W. Qiu, S. You, Y. Liu, "Information and Communication Infrastructures in Modern Wide-Area Systems," Wide Area Power Systems Stability, Protection, and Security, pp. 71-104, 2021,
 H. Espinoza, G. Kling, F. McGroarty, M. O'Mahony, X. Ziouvelou, "Estimating the impact of the Internet of Things on productivity in Europe," Heliyon, vol. 6, no. 5, 2020,
[CrossRef] [Web of Science Times Cited 14] [SCOPUS Times Cited 20]
 A. S. Rozik, A. S. Tolba, M. A. El-Dosuky, "The Internet of Things: How the Next Evolution of the Internet Is Changing Everything," Advances in Internet of Things, vol. 6, no. 4, 2016.
 T. Malche and P. Maheshwary, "Internet of Things (IoT) for building smart home system," 2017 International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2017, pp. 65-70,
[CrossRef] [SCOPUS Times Cited 122]
 J. Malmodin, P. Bergmark, "Exploring the effect of ICT solutions on GHG emissions in 2030," Proceedings of EnviroInfo and ICT for Sustainability 2015,
 A. Usman, I. Ozturk, S. Ullah, A. Hassan, "Does ICT have symmetric or asymmetric effects on CO2 emissions?" Evidence from selected Asian economies, Technology in Society, vol. 67, 2021,
[CrossRef] [Web of Science Times Cited 117] [SCOPUS Times Cited 128]
 R. Herrero, "LPWAN Technologies," Fundamentals of IoT Communication Technologies, Textbooks in Telecommunication Engineering. Springer, 2021,
 K. L. Lueth, "State of the IoT 2020: 12 billion IoT connections, surpassing non-IoT for the first time," IoT Analytics, 2021.
 R. Du, M. Xiao and C. Fischione, "Optimal Node Deployment and Energy Provision for Wirelessly Powered Sensor Networks," in IEEE Journal on Selected Areas in Communications, vol. 37, no. 2, pp. 407-423, Feb. 2019,
[CrossRef] [Web of Science Times Cited 16] [SCOPUS Times Cited 19]
 J. Bravo-Arrabal, J.J. Fernandez-Lozano, J. Seron, J.A. Gomez-Ruiz, A. Garcia-Cerezo, "Development and Implementation of a Hybrid Wireless Sensor Network of Low Power and Long Range for Urban Environments," Sensors MDPI, vol. 21, no.2, 2021,
[CrossRef] [Web of Science Times Cited 10] [SCOPUS Times Cited 17]
 Y.S. Meng, Y.H. Lee, B.C. Ng, "Study of Propagation Loss Prediction in Forest Environment," Progress In Electromagnetics Research B, vol. 17, pp. 117-133, 2009,
[CrossRef] [SCOPUS Times Cited 78]
 W. Ingabire, H. Larijani and R. M. Gibson, "Performance Evaluation of Propagation Models for LoRaWAN in an Urban Environment," 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE), 2020, pp. 1-6,
[CrossRef] [SCOPUS Times Cited 6]
 K. Inagaki, S. Narieda, T. Fujii, K. Umebayashi and H. Naruse, "Measurements of LoRa Propagation in Harsh Environment: Numerous NLOS Areas and Ill-Conditioned LoRa Gateway," 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 2019, pp. 1-5,
[CrossRef] [SCOPUS Times Cited 9]
 H. Linka, M. Rademacher, O. G. Aliu, K. Jonas, "Path Loss Models for Low-Power Wide-Area Networks: Experimental Results using LoRa," VDE ITG-Fachbericht Mobilkommunikation, 2018.
 A. E. Ferreira, F. M. Ortiz, L. H. M. K. Costa, B. Foubert, I. Amadou, N. Mitton, "A study of the LoRa signal propagation in forest, urban, and suburban environments," Annals of Telecommunications, no. 75, pp. 333-351, 2020,
[CrossRef] [Web of Science Times Cited 18] [SCOPUS Times Cited 29]
 O. Iova, A. L. Murphy, G. P. Picco, L. Ghiro, D. Molteni, F. Ossi, F. Cagnacci, "LoRa from the City to the Mountains: Exploration of Hardware and Environmental Factors, "Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks (EWSN '17), pp. 317-322, 2017.
 A. A. Khairol, S. S. Mohd, D. S. Jivitraa, F. R. Hashimd, "Impact of Foliage on LoRa 433MHz Propagation in Tropical Environment," AIP Conference Proceedings 1930, 2018,
[CrossRef] [Web of Science Times Cited 7] [SCOPUS Times Cited 19]
 G. Callebaut, G. Leenders, C. Buyle, S. Crul, L. van der Perre, "LoRa Physical Layer Evaluation for Point-to-Point Links and Coverage Measurements in Diverse Environments," Proceedings of 2019 European Conference on Networks and Communications (EuCNC), 2019.
 M. R. Seye, B. Ngom, B. Gueye and M. Diallo, "A Study of LoRa Coverage: Range Evaluation and Channel Attenuation Model," 2018 1st International Conference on Smart Cities and Communities (SCCIC), 2018, pp. 1-4,
[CrossRef] [SCOPUS Times Cited 19]
 A. Lavric, A. I. Petrariu, E. Coca and V. Popa, "LoRaWAN Analysis from a High-Density Internet of Things Perspective," 2020 International Conference on Development and Application Systems (DAS), 2020, pp. 94-97,
[CrossRef] [SCOPUS Times Cited 9]
 A. I. Petrariu, A. Lavric, E. Coca and V. Popa, "Hybrid Power Management System for LoRa Communication Using Renewable Energy," in IEEE Internet of Things Journal, vol. 8, no. 10, pp. 8423-8436, 15 May15, 2021,
[CrossRef] [Web of Science Times Cited 6] [SCOPUS Times Cited 10]
 A. Lavric, A.-I. Petrariu, E. Coca, V. Popa, "LoRa Traffic Generator Based on Software Defined Radio Technology for LoRa Modulation Orthogonality Analysis: Empirical and Experimental Evaluation," Sensors MDPI, vol. 20, no. 15, 2020,
[CrossRef] [Web of Science Times Cited 13] [SCOPUS Times Cited 19]
 A. G. Longley, P. L. Rice, "Prediction of Tropospheric Radio Transmission Loss Over Irregular Terrain: A Computer Method," Terchnical report, Ed. by Institute for Telecommunication Sciences, 1968.
 ITU-R, "P.1812-4 a path-specific propagation prediction method for point-to-area terrestrial services in the VHF and UHF bands," Tech. rep., International Telecommunication Union, 2015.
 Radioplanner Software [Online] Available: Temporary on-line reference link removed - see the PDF document
 A. I. Petrariu, A. Lavric and E. Coca, "LoRaWAN Gateway: Design, Implementation and Testing in Real Environment," 2019 IEEE 25th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2019, pp. 49-53,
[CrossRef] [SCOPUS Times Cited 12]
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Stefan cel Mare University of Suceava, Romania
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