Design and implementation of wireless sensor network with LoRa technology for industrial monitoring

  • Adrián E. Hererdia Universidad de Cuenca
  • Paúl F. Lucero Universidad de Cuenca
  • Fabián Astudillo-Salinas Universidad de Cuenca
  • Andrés Vazquez Rodas Universidad de Cuenca

Abstract

The growing development of the Internet of Things (IoT) has diversified its fields of application, improving not only the interconnection of people but as well the communication between industrial machinery (M2M, Machine-to-Machine), in which its features in range, scalability, and low cost of deployment can be taken advantage of. LoRa and LoRaWAN technologies are presented as one of the main low-cost wireless communication options in the integration of industrial systems with a view to the new requirements of Industry 4.0. In this work, a measurement campaign and the analysis of the data obtained were performed to evaluate the behavior and applicability of LoRa and LoRaWAN technologies within industrial environments. To contrast the results, tests were performed in clear urban environments, where it was observed that the conditions inside the industrial buildings allow the establishment of a link with favorable radio frequency conditions. Initially, short-range scenarios (<100 m) have been considered in which a line of sight is maintained between the transmitter and the receiver.

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References

V. Gungor and G. Hancke, “Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches,” IEEE Transactions on Industrial Electronics, vol. 56, no. 10, pp. 4258–4265, Oct. 2009. [Online]. Available: http://ieeexplore.ieee.org/document/4796311/ [Accessed: Oct.22, 2020].

L. Li, J. Ren, and Q. Zhu, “On the application of LoRa LPWAN technology in Sailing Monitoring System,” in 2017 13th Annual Conference on Wireless On-demand Network Systems and Services (WONS). Jackson, WY, USA: IEEE, Feb. 2017, pp. 77–80. [Online]. Available: http://ieeexplore.ieee.org/document/7888762/ [Accessed: Oct.22, 2020].

I. F. Akyildiz and M. C. Vuran, Wireless sensor networks, ser. Ian F. Akyildiz series in communications and networking. Chichester, West Sussex, U.K. ; Hoboken, NJ: Wiley, 2010, oCLC: ocn564132645.

T. Lennvall, S. Svensson, and F. Hekland, “A comparison of WirelessHART and ZigBee for industrial applications,” in 2008 IEEE International Workshop on Factory Communication Systems. Dresden, Germany: IEEE, May 2008, pp. 85–88. [Online]. Available: http://ieeexplore.ieee.org/document/4638746/ [Accessed: Oct.22, 2020].

S. Lin, J. Liu, and Y. Fang, “ZigBee Based Wireless Sensor Networks and Its Applications in Industrial,” in 2007 IEEE International Conference on Automation and Logistics. Jinan, China: IEEE, Aug. 2007, pp. 1979–1983. [Online]. Available: http://ieeexplore.ieee.org/document/4338898/[Accessed: Oct.22, 2020].

S. Devalal and A. Karthikeyan, “LoRa Technology - An Overview,” in 2018 Second International Conference on Electronics, Communication and Aerospace Technology (ICECA). Coimbatore: IEEE, Mar. 2018, pp. 284–290. [Online]. Available: https://ieeexplore.ieee.org/document/8474715/ [Accessed: Oct.22, 2020]

M. Rizzi, P. Ferrari, A. Flammini, E. Sisinni, and M. Gidlund, “Using LoRa for industrial wireless networks,” in 2017 IEEE 13th International Workshop on Factory Communication Systems (WFCS). Trondheim, Norway: IEEE, May 2017, pp. 1–4. [Online]. Available: http://ieeexplore.ieee.org/document/7991972/ [Accessed: Oct.22, 2020].

L. Leonardi, F. Battaglia, G. Patti, and L. L. Bello, “Industrial LoRa: A Novel Medium Access Strategy for LoRa in Industry 4.0 Applications,” in IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. Washington, DC: IEEE, Oct. 2018, pp. 4141–4146. [Online]. Available: https://ieeexplore.ieee.org/document/8591568/ [Accessed: Oct.22, 2020].

V. J. Hodge, S. O’Keefe, M. Weeks, and A. Moulds, “Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey,” IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 3, pp. 1088–1106, Jun. 2015. [Online]. Available: http://ieeexplore.ieee.org/document/6963375/ [Accessed: Oct.22, 2020].

U. Raza, P. Kulkarni, and M. Sooriyabandara, “Low Power Wide Area Networks: An Overview,” IEEE Communications Surveys & Tutorials, vol. 19, no. 2, pp. 855–873, 2017. [Online]. Available: http://ieeexplore.ieee.org/document/7815384/ [Accessed: Oct.22, 2020].

M. Aref and A. Sikora, “Free space range measurements with semtech lora™ technology,” in 2014 2nd International Symposium on Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems, 2014, pp. 19–23.

S. Daud, T. S. Yang, M. A. Romli, Z. A. Ahmad, N. Mahrom, and R. A. A. Raof, “Performance Evaluation of Low Cost LoRa Modules in IoT Applications,” IOP Conference Series: Materials Science and Engineering, vol. 318, p. 012053, Mar. 2018. [Online]. Available: https://iopscience.iop.org/article/10.1088/1757899X/318/1/012053 [Accessed: Oct.22, 2020].

LoRa-Alliance, “About LoRaWAN® | LoRa Alliance®,” 2020. [Online]. Available: https://lora-alliance.org/about-lorawan [Accessed: Oct.22, 2020].

R. F. A. M. Nor, F. H. K. Zaman, and S. Mubdi, “Smart traffic light for congestion monitoring using LoRaWAN,” in 2017 IEEE 8th Control and System Graduate Research Colloquium (ICSGRC). SHAH ALAM, Malaysia: IEEE, Aug. 2017, pp. 132–137. [Online]. Available: http://ieeexplore.ieee.org/document/8070582/ [Accessed: Oct.22, 2020].

F. Adelantado, X. Vilajosana, P. TusetPeiro, B. Martinez, J. Melia- Segui, and T. Watteyne, “Understanding the Limits of LoRaWAN,” IEEE Communications Magazine, vol. 55, no. 9, pp. 34–40, 2017. [Online]. Available: http://ieeexplore.ieee.org/document/8030482/

L. Casals, B. Mir, R. Vidal, and C. Gomez, “Modeling the Energy Performance of LoRaWAN,” Sensors, vol. 17, no. 10, p. 2364, Oct. 2017. [Online]. Available: http://www.mdpi.com/1424-8220/17/10/2364 [Accessed: Oct.22, 2020].

S.-I. Toc and A. Korodi, “Modbus-OPC UA Wrapper Using Node-RED and IoT-2040 with Application in the Water Industry,” in 2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY). Subotica: IEEE, Sep. 2018, pp. 000 099–000 104. [Online]. Available: https://ieeexplore.ieee.org/document/8524749/ [Accessed: Oct.22, 2020].

K. Al Agha, M.-H. Bertin, T. Dang, A. Guitton, P. Minet, T. Val, and J.-B. Viollet, “Which Wireless Technology for Industrial Wireless Sensor Networks? The Development of OCARI Technology,” IEEE Transactions on Industrial Electronics, vol. 56, no. 10, pp. 4266–4278, Oct. 2009. [Online]. Available: http://ieeexplore.ieee.org/document/5173521/ [Accessed: Oct.22, 2020].

L. Tessaro, C. Raffaldi, M. Rossi, and D. Brunelli, “LoRa Performance in Short Range Industrial Applications,” in 2018 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM). Amalfi: IEEE, Jun. 2018, pp. 1089–1094. [Online]. Available: https://ieeexplore.ieee.org/document/8445392/ [Accessed: Oct.22, 2020].

F. Gui, Y. Yin, and A. Lu, “Research on ship wireless communication technology based on lora,” in 2018 2nd IEEE Advanced Information Management,Communicates,Electronic and Automation Control Confe- rence (IMCEC), 2018, pp. 976–979.

A. Nessa, F. Hussain, and X. Fernando, “Adaptive latency reduction in lora for mission critical communications in mines,” in 2020 IEEE Conference on Communications and Network Security (CNS), 2020, pp. 1–7.

P. Branch and T. Cricenti, “A lora relay based system for detonating ex- plosives in underground mines,” in 2020 IEEE International Conference on Industrial Technology (ICIT), 2020, pp. 259–264.

M. O. Farooq and D. Pesch, “Analyzing lora: A use case perspective,” in 2018 IEEE 4th World Forum on Internet of Things (WFIoT). IEEE, 2018, pp. 355–360.

A. Lavric and V. Popa, “Internet of things and lora™ low-power wide- area networks: a survey,” in 2017 International Symposium on Signals, Circuits and Systems (ISSCS). IEEE, 2017, pp. 1–5.

R. S. Sinha, Y. Wei, and S.-H. Hwang, “A survey on lpwa technology: Lora and nbiot,”

Ict Express, vol. 3, no. 1, pp. 14–21, 2017.

T. Bouguera, J.-F. Diouris, J.-J. Chaillout, R. Jaouadi, and G. Andrieux, “Energy consumption model for sensor nodes based on lora and lora- wan,” Sensors, vol. 18, no. 7, p. 2104, 2018.

L. Casals, B. Mir, R. Vidal, and C. Gomez, “Modeling the energy performance of lorawan,” Sensors, vol. 17, no. 10, p. 2364, 2017.

A. Augustin, J. Yi, T. Clausen, and W. M. Townsley, “A study of lora: Long range & low power networks for the internet of things,” Sensors, vol. 16, no. 9, p. 1466, 2016.

J. de Carvalho Silva, J. J. Rodrigues, A. M. Alberti, P. Solic, and A. L. Aquino, “Lorawan—a low power wan protocol for internet of things: A review and opportunities,” in 2017 2nd International Multidisciplinary Conference on Computer and Energy Science (SpliTech). IEEE, 2017, pp. 1–6.

P. San Cheong, J. Bergs, C. Hawinkel, and J. Famaey, “Comparison of lorawan classes and their power consumption,” in 2017 IEEE symposium on communications and vehicular technology (SCVT). IEEE, 2017, pp. 1–6.

H. Automation, “WIFI LoRa 32 (V2).” [Online]. Available: https://heltec.org/project/wifi-lora-32/ [Accessed: Oct.22, 2020].

F. R. Pi, “Raspberry Pi 3 Model B –Raspberry Pi.” [Online]. Available: https://www.raspberrypi.org/products/raspberrypi-3-model-b/ [Accessed: Oct.22, 2020].

“Cayenne Docs.” [Online]. Available: https://developers.mydevices.com/cayenne/docs/lora/lora-cayennelow-power-payload

V. Cola, “vpcola/ESP32SingleChannelGateway,” Sep. 2020, original-date: 2018-03-03T06:38:08Z. [Online]. Available: https://github.com/vpcola/ESP32SingleChannelGateway [Accessed: Oct.22, 2020].

“SX1278 | 137MHz to 525MHz Long Range Low Power Transceiver | Semtech.” [Online]. Available: https://www.semtech.com/products/wireless-rf/loratransceivers/sx1278 [Accessed: Oct.22, 2020].

C. L. Carrión, “Evaluación del rango de transmisión de LoRa para redes de sensores inalámbricos con LoRaWAN en ambientes urbanos,” Tesis de grado, Universidad de Cuenca, Cuenca, Ecuador, 2018. [Accessed: Oct.22, 2020].

P. Avila, “Evaluación del Rango de Transmisión de LoRa para Redes de Sensores Inalámbricas con LoRaWAN en Ambientes Forestales,” Tesis de grado, Universidad de Cuenca, Cuenca, Ecuador, 2017. [Accessed: Oct.22, 2020].

Y. Ai, M. Cheffena, and Q. Li, “Radio frequency measurements and capacity analysis for industrial indoor environments,” in 2015 9th European Conference on Antennas and Propagation (EuCAP), 2015, pp. 1–5. [Accessed: Oct.22, 2020].

K. Staniec and M. Kowal, “LoRa Performance under Variable Interference and Heavy-Multipath Conditions,” Wireless Communications and Mobile Computing, vol. 2018, Article ID 6931083, Apr. 2018. [Online]. Available: https://doi.org/10.1155/2018/6931083

B. Sklar, “Rayleigh fading channels in mobile digital communication systems. i. characterization,” IEEE Communications magazine, vol. 35, no. 7, pp. 90–100, 1997.

Published
2020-12-01
How to Cite
[1]
A. Hererdia, P. Lucero, F. Astudillo-Salinas, and A. Vazquez Rodas, “Design and implementation of wireless sensor network with LoRa technology for industrial monitoring”, LAJC, vol. 7, no. 2, pp. 48-63, Dec. 2020.
Section
Research Articles for the Regular Issue

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