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http://dx.doi.org/10.3837/tiis.2022.05.007

Evaluation Of LoRaWAN In A Highly Dense Environment With Design Of Common Automated Metering Platform (CAMP) Based On LoRaWAN Protocol  

Paul, Timothy D (Department of ECE, Kumaraguru College of Technology)
Rathinasabapathy, Vimalathithan (Department of ECE, Karpagam College of Engineering)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.16, no.5, 2022 , pp. 1540-1560 More about this Journal
Abstract
Latest technological innovation in the development of compact lower power radios has led to the explosion of Internet of Things. With Wi-Fi, Zigbee and other physical layer protocols offering short coverage area there was a need for a RF protocol that had a larger coverage area with low power consumption. LoRa offers Long Range with lower power consumption. LoRa offers point to point and point to multipoint connections. with Single hop communication in place the need for routing protocols are eliminated. LoRa Wide Area Network stack can accommodate thousands of nodes under a single LoRa gateway with a single hop communication between the end nodes and LoRaWAN gateway. This paper takes an experimental approach to analyze the basic physical layer parameters of LoRa and the practical coverage offered by a LoRaWAN under highly dense urban conditions with variable topography. The insights gained from the practical deployment of the LoRaWAN network, and the subsequent performance analysis is used to design a novel public utility monitoring platform. The second half of the papers is designing a robust platform to integrate both existing wired sensor water meters, current and future generation wireless water meters. The Common Automated Metering Platform is designed to integrate both wired sensors and wireless (LoRaWAN and Wi-Fi) supported water meters. This integrated platform reduces the number of nodes under each LoRaWAN gateway and thus improves the scalability of the network. This architecture is currently designed to accommodate one utility application but can be modified to integrate multi-utility applications.
Keywords
LoRaWAN; Real Time Performance Analysis; Internet of Things; Water Metering; Common Automated Metering Platform;
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  • Reference
1 M. Saravanan, A. Das, and V. Iyer, "Smart water grid management using LPWAN IoT technology," in Proc. of 2017 Global Internet of Things Summit (GIoTS), 2017.
2 J Haxhibeqiri, E De Poorter, I Moerman, J. A Hoebeke, "Survey of LoRaWAN for IoT: From Technology to Application," Sensors, vol. 18, no. 11, p. 3995, 2018.   DOI
3 L. Exida, "Repository of industrial security incidents (risi) online incident database," 2015.
4 Eesl completes installation of 10 lakh smart meters across India, Energy World, Feb 2020. [Online]. Available: https://energy.economictimes.indiatimes.com/news/power/eeslannounces-installation-of-10-lakh-smart-meters-across-india/74288317
5 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.   DOI
6 M. Cattani, C. A. Boano, and K. Romer, "An experimental evaluation of the reliability of lora long-range low-power wireless communication," J. Sens. Actuator Netw., vol. 6, no. 2, p. 7, 2017.   DOI
7 SM. Cheong, GW. Choi, and HS. Lee, "Barriers and solutions to smart water grid development," Environ Manage, vol. 57, no. 3, pp. 509-515, 2016.   DOI
8 N. Naik, "LPWAN technologies for IoT systems: choice between ultra-narrow band and spread spectrum," in Proc. of 2018 IEEE International Systems Engineering Symposium (ISSE), 2018.
9 B. Reynders and S. Pollin, "Chirp spread spectrum as a modulation technique for long range communication," in Proc. of 2016 Symposium on Communications and Vehicular Technologies (SCVT), 2016.
10 E. Desurvire, "Gaussian channel and Shannon-Hartley theorem," Classical and Quantum Information Theory, Ch 14, pp. 264- 272, 1st ed. New York, USA: CUP, 2009. [online] Available: www.cambridge.org/9780521881715
11 M. Slabicki, G. Premsankar, and M. Di Francesco, "Adaptive configuration of lora networks for dense iot deployments," in Proc. of NOMS 2018. Annual Symposium, 2018.
12 Corporation starts fixing smart water meters at r.s. puram, The Hindu, Mar 2020. [Online]. Available: https://www.thehindu.com/news/cities/Coimbatore/corporation-starts-fixing-smart-water-meters-at-rs-puram/article30953433.ece
13 U. Raza, P. Kulkarni, and M. Sooriyabandara, "Low power wide area networks: An overview," IEEE Commun. Surv. Tutor., vol. 19, no. 2, pp. 855-873, 2017.   DOI
14 K. Mekki, E. Bajic, F. Chaxel, and F. Meyer, "A comparative study of lpwan technologies for large-scale IoT deployment," ICT Express, vol. 5, no. 1, pp. 1-7, 2019.   DOI
15 S. Haykin, "Spread-Spectrum Modulation," Digital Communication, New-Delhi, India: JWS, ch 9, sec 9.2, pp. 449-455, 2015.
16 Semtech Application Notes AN1200.22, California, USA, 2nd May 2015. [Online]. Available: https://sforce.co/3lTtW2C
17 SX1257 Front-end transceiver Low Power Digital I and Q RF Multi-Phy Mode, transceiver, version 1.2, California, USA, March 2018. [Online]. Available: https://sforce.co/3CD2dJi
18 AD620 Low-Cost Low Power Instrumentation Amplifier, USA, 2011. [Online]. Available: https://www.analog.com/media/en/technical-documentation/data-sheets/AD620.pdf
19 J. Haxhibeqiri, F. Van den Abeele, I. Moerman, and J. Hoebeke, "Lora scalability: A simulation model based on interference measurements," Sensors, vol. 17, no. 6, p. 1193, 2017.   DOI
20 M. Bor and U. Roedig, "Lora transmission parameter selection," in Proc. of 2017 13th International Conference on Distributed Computing in Sensor Systems (DCOSS), 27-34, 2017.
21 S. W. Lee, S. Sarp, D. J. Jeon, and J. H. Kim, "Smart water grid: the future water management platform," Desalination Water Treat., vol. 55, no. 2, pp. 339-346, 2015.   DOI
22 M.C. Bor, J. Vidler, and U. Roedig, "Lora for the Internet of Things," in Proc. of the 2016 International Conference on Embedded Wireless Systems and Networks, 2016.
23 LoRaWAN® 1.1 regional parameters, N. Sornin (Semtech), October 11, 2017. [Online]. Available: https://lora-alliance.org/resource_hub/lorawan-regional-parameters-v1-1ra/
24 ESP 32 Datasheet version 3.7, Espressif Systems, June 2019. [Online]. Available: https://www.espressif.com/sites/default/files/documentation/esp32_datasheet_en.pdf