Revisão sistemática da literatura sobre aplicações das tecnologias LoRa e LoRaWAN

  • Lucas R. de Oliveira UNIFESP
  • Arlindo F. da Conceição UNIFESP
  • Lauro P. S. Neto UNIFESP


Este trabalho apresenta uma revisão sistemática da literatura sobre os casos de aplicação das tecnologias LoRa e LoRaWAN em soluções para Internet das Coisas. Foram selecionados 108 artigos e dentre estes foram analisados 48 casos de aplicação. A revisão apresenta as características básicas dos protocolos (alcance, taxa de transmissão, tamanho de pacotes, etc.) e temas abordados pelos artigos revisados, tais como: alcance real, cenários de aplicação no contexto de cidades inteligentes, utilização para localização de nós móveis e equipamentos utilizados na montagem dos projetos. Por fim, foi possível quantificar as aplicações reais de LoRa e de LoRaWAN e analisar as dificuldades e a viabilidade dos projetos.


ACM Digital Library. Acessado: 10/08/2017

Adelantado, F., Vilajosana, X., TusetPeiro, P., Martinez, B., Meli`a-Segu´ı, J., and Watteyne, T. (2017). Understanding the limits of lorawan. IEEE Communications Magazine, pages 34–40.

Alliance, L. LoRa Alliance technology. Acessado: 12/09/2017

Andrei, M. L., Radoi, L. A., and Tudose, D. S. (2017). Measurement of node mobility for the lora protocol. 2017 16th RoEduNet Conference Networking in Education and Research (RoEduNet), Targu Mures, Romania.

Assri, S. A., Zaman, F. H. K., Mubdi, S. (2017). The efficient parking bay allocation and management system using LoRaWAN. IEEE 8th Control and System Graduate Research Colloquium (ICSGRC 2017), pages 4-5, Shah Alam, Malaysia.

Ayele, E. D., Hakkenberg, C., Meijers, J. P.(2017) Performance analysis of LoRa radio for an indoor IoT applications. International Conference on Internet of Things for the Global Community (IoTGC). Funchal, Portugal.

Barriquello, C. H., Bernardon, D. P., Canha, L. N., Silva, F. E. S., Porto, D. S., Ramos, M. J. S.(2017) Performance assessment of a low power wide area network in rural smart grids. 52nd International Universities Power Engineering Conference (UPEC), Heraklion, Greece.

Battle, S., Gaster, B. (2017) LoRaWAN Bristol. Proceedings of the 21st International Database Engineering and Applications Symposium, pages 287-290

Bellini, B., Amaud, A. (2017) A 5uA wireless platform for cattle heat detection. 8th Latin American Symposium on Circuits and Systems (LASCAS), Bariloche, Argentina.

Bonavolonta, F., Tedesco, A., Moriello, R. S. (2017) Enabling wireless technologies for Industry 4.0: State of the Art. International Workshop on Measurement and Networking (MN). Naples, Italy.

Buyukakkaslar, M. T., Erturk, M. A., Aydin, M. A., Vollero, L. (2017) LoRaWAN as an e-Health Communication Technology. IEEE 41st Annual Computer Software and Applications Conference, Turin, Italy.

Carrillo, D., Seki, J. (2017) Rural area deployment of internet of things connectivity LTE and LoRaWAN case study. IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), Cusco, Peru.

Chou, Y., Mo, Y., Su, J. (2017) i-Car system: A LoRa-based low power wide area networks vehicle diagnostic system for driving safety. International Conference on Applied System Innovation (ICASI), Sapporo, Japan.

Corporation, S. Semtech Company. Acessado: 12/09/2017.

Danieletto, M., Li, L., Dudley, J. T. (2017) Application of I-COMO Device towards Geographic Disease Enrichment Pattern Revealed from Electronic Medical Record at A Large Urban Academic Medical Center. Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, pges 282-287, Barcelona, Spain.

Debauche, O., Moulat, M., Mahmoudi, S., Boukraa, S., Manneback, P., Lebeau, F. (2018) Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things. 9th International Conference on Ambient Systems, Networks and Technologies.

Dongare, A., Hesling, C., Bhatia, K., Balanuta, A., Pereira, R. L., Iannucci, B., and Rowe, A. (2017). OpenChirp A Low-Power Wide-Area Networking architecture. 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Kona, USA.

Fedchenkov, P., Zaslavsky, A., Sosunova, I. (2017) Enabling smart waste management with sensorized garbage bins and low power data communications
network. Proceedings of the Seventh International Conference on the Internet of Things, Article No. 28.

Fargas, B. C., Petersen, M. N. (2017) GPS-free geolocation using LoRa in low-power WANs. Global Internet of Things Summit (GIoTS), Geneva, Switzerland.

Ferrari, P., Flammini, A., Rinaldi, S., Rizzi, M., and Sisinni, E. (2017). On the use of lpwan for evehicle to grid communication. AEIT International Annual Conference, pages 1–6, Cagliari, Italy.

Filho, H. G. S., Filho, J. P., Moreli, V. L. (2016) The adequacy of LoRaWAN on smart grids A comparison with RF mesh technology. IEEE International Smart Cities Conference (ISC2), Trento, Italy.

F. Al-Turjman, Mobile Couriers Selection for the Smart-grid in Smartcities Pervasive Sensing, Future Generation Computer Systems (2017)

Geetha, S., Gouthami, S. (2017). Internet of things enabled real time water quality monitoring system. Smart Water Journal, Volume 1-3.

Gri´on, F. J., Petracca, G. O., Lipuma, D. F., Amig´o, E. R. (2017) LoRa network coverage evaluation in urban and densely urban enviroment simulation and validation tests in Autonomous City of Buenos Aires. XVII Workshop on Information Processing and Control (RPIC), Mar del Plata, Argentina.

H¨am¨al¨ainen, M., Li, X. (2017) Recent Advances in Body Area Network Technology and Applications. International Journal of Wireless Information Networks. Volume 24, Issue 2, pp 63–64.

IEEE Xplore Digital Library. Acessado: 10/08/2017

James, J. G., Nair, S. (2017) Efficient, Real-time Tracking of Public Transport, Using LoRaWAN and RF Transceivers. TENCON 2017 IEEE Region 10 Conference, Penang, Malaysia.

Jeon, Y., Ju, H., Yoon, S. (2018) Design of an LPWAN Communication Module Based on Secure Element for Smart Parking Application. IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, EUA.

Karkoush, A., Mousannif, H., Moatassime, H. (2018) CADS: A Connected Assistant for Driving Safe. The First International Conference On Intelligent Computing in Data Sciences, pages 353-360.

Ke, K., Liang, Q., Zeng, G. (2017) Demo Abstract A LoRa Wireless Mesh Networking Module for Campus-Scale Monitoring. 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Pittsburgh, Pennsylvania, EUA.

Kitchenham, B. (2004). Procedures for performing systematic reviews. Keele, UK, Keele University, 33:1–26.

Kos, A., Milutinovic, V., Umek, A. (2017) Challenges in wireless communication for connected sensors and wearable devices used in sport biofeedback applications. Future Generation Computer Systems.

Laveyne, J. I., Zwaenepoel, B., Eetvelde, G. V. (2017) Potential of domestically provided ancillary services to the electrical grid. 52nd International Universities Power Engineering Conference (UPEC), Heraklion, Greece.

Lee, H., Ke, K. Monitoring of Large-Area IoT Sensors Using a LoRa Wireless Mesh Network System: Design and Evaluation. IEEE Transactions on Instrumentation and Measurement (Volume: PP, Issue: 99).

LoRa Alliance, Inc. (2017a). LoRaWAN 1.1 Regional Parameters. Version 1.1, published in October 11, 2017.

LoRa Alliance, Inc. (2017b). LoRaWAN 1.1 Specification. Version 1.1, published in October 11, 2017.

LoRa Alliance, Inc. (2017c). LoRaWAN Backend Interfaces 1.0 Specification. Version 1.0, published in October 11, 2017.

LoRa Alliance (2015). A technical overview of LoRa and LoRaWAN. (November):1–20.

Loriot, M., Aljer, A., Shahrour, I. (2017) Analysis of the use of LoRaWan technology in a large-scale smart city demonstrator. Sensors Networks Smart and Emerging Technologies (SENSET), Beirut, Lebanon.

Mdhaffar, A., Chaari, T., Larbi, K. (2017) IoT-based Health Monitoring via LoRaWAN. IEEE EUROCON 2017 -17th International Conference on Smart Technologies.

Neumann, P., Montavont, J., No¨el, T. (2016) Indoor Deployment of Low-Power Wide Area Networks (LPWAN): a LoRaWAN case study. Networking and Communications (WiMob), IEEE 12th International Conference on Wireless and Mobile Computing, Rome, Italy.

Nor, R. F. A. M., Mubdi, S. (2017). Smart Traffic Light for Congestion Monitoring using LoRaWAN. IEEE 8th Control and System Graduate Research Colloquium (ICSGRC 2017), pages 4-5.

Park, S., Hwang, K., Kim, H. (2017) Advanced Multimedia and Ubiquitous Engineering, Lecture Notes in Electrical Engineering 448.
FutureTech pp 269-276.

Penkov, S., Taneva, A., Kalkov, V. (2017) Industrial network design using Low-Power Wide-Area. 4th International Conference on Systems and Informatics (ICSAI), Hangzhou, China.

Pet¨aj¨aj¨arvi, J., Mikhaylov, K., Roivainen, A., H¨anninen, T., and Pettissalo, M. (2015). On the coverage of LPWANS: Range evaluation and channel attenuation model for lora technology. ITS Telecommunications (ITST), pages 1–5, Copenhagen, Denmark.

Pet¨aj¨aj¨arvi, J., Mikhaylov, K., Yasmin, R., H¨am¨al¨ainen, M., and Iinatti, J. (2017). Evaluation of LoRa LPWAN Technology for Indoor Remote Health and Wellbeing Monitoring. International Journal of Wireless Information Networks, 24(2):153–165.

Radcliffe, P. J., Chavez, K. G., Beckett, P. (2017) Usability of LoRaWAN Technology in a Central Business District. IEEE 85th Vehicular Technology Conference (VTC Spring), Sydney, Australia.

Rizzi, M., Ferrari, P., Flammini, A. (2017) Using LoRa for industrial wireless networks. IEEE 13th International Workshop on Factory Communication Systems (WFCS), Trondheim, Norway.

Sahoo, U. K., Patnaik, B. (2017) Design and implementation of remote monitoring system of solar lanterns- based on lorawan and cloud technology. International Conference on Computing Methodologies and Communication (ICCMC), Erode, India.

San-Urn, W., Lekbunyasin, P., Kodyoo, M., Wongsuwan, W. (2017) A long-range low-power wireless sensor network based on U-LoRa technology for tactical troops tracking systems. Third Asian Conference on Defence Technology (3rd ACDT), Phuket, Thailand.

ScienceDirect. Acessado: 10/08/2017

Semtech (2017). What is LoRa? Acessado: 18/09/2017

Springer Link. Acessado: 10/08/2017

Teleco (2017). Spread Spectrum: O que ´e. Acessado: 19/09/2017.

Tikhvinskiy, V., Korchagin, P. Bochechka, G. (2017) Spectrum sharing in 800 MHz band Experimental- estimation of LoRa networks and air traffic control radars coexistence. International Symposium on Electromagnetic Compatibility - EMC EUROPE, Angers, France.

Usmonov, M., Gregoretti, F. (2017) Design and implementation of a LoRa based wireless control for drip irrigation systems. 2nd International Conference on Robotics and Automation Engineering (ICRAE).

Varsier, N., Schwoerer, J. (2017) Capacity limits of LoRaWAN technology for smart metering applications. IEEE International Conference on Communications (ICC), Paris, France.

Vatcharatiansakul, N., Tuwanut, P., and Pornavalai, C. (2017). Experimental performance evaluation of lorawan: A case study in Bangkok. 2017 14th International Joint Conference on Computer Science and Software Engineering (JCSSE), Nakhon Si Thammarat, Thailand.

Wireless Communications- Principles And Practice, PEARSON (Second edition). Theodore S. Rappaport, 1996.

Wixted, A., J., Kinnaird, P., Larijani, H. (2016) Evaluation of LoRa and LoRaWAN for wireless sensor networks. IEEE SENSORS, Orlando, EUA.

Yu, F., Zhu, Z., Fan, Z. (2017) Study on the feasibility of LoRaWAN for smart city applications. Tenth IEEE International Workshop on Selected Topics in Mobile and Wireless Computing, pages: 334-340.

Zinas, N., Kontogiannis, S., Kokkonis, G., Valsamidis, S., Kazanidis, I. (2017) Proposed open source architecture for Long Range monitoring. The case study of cattle tracking at Pogoniani. PCI 2017 Proceedings of the 21st Pan-Hellenic Conference on Informatics. Article No. 57.
Como Citar
DE OLIVEIRA, Lucas R.; DA CONCEIÇÃO, Arlindo F.; S. NETO, Lauro P.. Revisão sistemática da literatura sobre aplicações das tecnologias LoRa e LoRaWAN. Anais Estendidos do Simpósio Brasileiro de Engenharia de Sistemas Computacionais (SBESC), [S.l.], nov. 2018. ISSN 2763-9002. Disponível em: <>. Acesso em: 18 maio 2024.