An Integrated LoRa-Enabled IoT Sensing System for Precision Agriculture: Design Algorithm and Practical Evaluation
DOI:
https://doi.org/10.55003/ETH.430208Keywords:
Precision agriculture, Internet of Things (IoTs), LoRa communication, environmental monitoring, wireless sensor networksAbstract
Precision agriculture increasingly relies on Internet of Things (IoT) technologies for continuous environmental monitoring; however, practical deployment remains constrained by energy efficiency, long-range communication, and system scalability. This paper presents an integrated IoT-based environmental sensing system that combines multi-parameter sensors with a microcontroller-based node and LoRa based long-range communication through a hardware algorithm co design approach. A lightweight device level algorithm is developed to manage sequential sensing, data validation, compact payload construction, and duty cycled transmission under resource constrained conditions. Experimental evaluations under simulated and representative field conditions demonstrate that sensor measurements remain within acceptable accuracy ranges for precision agriculture, with stable repeatability and limited drift over time. Communication experiments show packet delivery ratios above 90% over extended distances, while scalability analysis confirms reliable multi node operation with moderate latency increase. Energy profiling reveals that duty cycled operation significantly reduces power consumption without substantially degrading communication reliability. Overall, the proposed system provides a practical, energy efficient, and scalable solution for long term environmental monitoring in precision agriculture.
References
N. S. Abu, W. M. Bukhari, C. H. Ong, A. M. Kassim, T. A. Izzuddin, M. N. Sukhaimie, M. A. Norasikin and A. F. A. Rasid, “Internet of Things Applications in precision Agriculture:Review,” Journal of Robotics and Control (JRC), vol. 3, no. 3, pp. 338–347, 2022, doi: 10.18196/jrc.v3i3.14159.
B. Miles, E.-B. Bourennane, S. Boucherkha and S. Chikhi, “A study of LoRaWAN protocol performance for IoT applications in smart agriculture,” Computer Communications, vol. 164, pp. 148–157, 2020, doi: 10.1016/j.comcom.2020.10.009.
H. Iftikhar, M. A. Khan and S. U. Rehman, “IoT-Based LORA Technology for Precision Agriculture,” Saudi Journal of Engineering and Technology, vol. 5, no. 4, pp. 150–155, 2020, doi: 10.36348/sjet.2020.v05i04.004.
R. K. Singh, R. Berkvens and M. Weyn, “Leveraging LoRaWAN Technology for Precision Agriculture,” Sensors, vol. 20, no. 7, 2020, Art. no. 1827, doi: 10.3390/s20071827.
A. Valente, C. Costa, L. Pereira, B. Soares, J. Lima and S. Soares, “A LoRaWAN IoT System for Smart Agriculture for Vine Water Status Determination,” Agriculture, vol. 12, no. 10, 2022, Art. no. 1695, doi: 10.3390/agriculture12101695.
L. Aldhaheri, N. Alshehhi, I. I. J. Manzil, R. A. Khalil, S. Javaid, N. Saeed, and M. -S. Alouini, “LoRa Communication for Agriculture 4.0: Opportunities, Challenges, and Future Directions,” IEEE Internet of Things Journal, vol. 12, no. 2, pp. 1380–1407, doi: 10.1109/JIOT.2024.3486369.
J. Gresl, S. Fazackerley and R. Lawrence, “Practical Precision Agriculture with LoRa based Wireless Sensor Networks,” in Proc. 10th International Conference on Sensor Networks, Feb. 9–10, 2021, pp. 131–140, doi: 10.5220/0010394401310140.
M. A. Ahmed, J. L. Gallardo, M. D. Zuniga, M. A. Pedraza, G. Carvajal, N. Jara and R. Carvajal, “LoRa Based IoT Platform for Remote Monitoring of Large-Scale Agriculture Farms in Chile,” Sensors, vol. 22, no. 8, 2022, Art. no. 2824, doi: 10.3390/s22082824.
V. Križanović, K. Grgić, J. Spišić and D. Žagar, “An Advanced Energy-Efficient Environmental Monitoring in Precision Agriculture Using LoRa-Based Wireless Sensor Networks,” Sensors, vol. 23, no. 14, 2023, Art. no. 6332, doi: 10.3390/s23146332.
S. Aunkaew and P. Inprom, “LoRa-Based Agricultural Sensor Data System on IoT,” Journal of Computer and Creative Technology, vol. 3, no. 1, pp. 74–89, 2025, doi: 10.14456/jcct.2025.7.
H. Zhang, L. He, F. Di Gioia, D. Choi, A. Elia and P. Heinemann, “LoRaWAN based internet of things (IoT) system for precision irrigation in plasticulture fresh-market tomato,” Smart Agricultural Technology, vol. 2, 2022, Art. no. 100053, doi: 10.1016/j.atech.2022.100053.
D. T. Huong, N. T. H. Duy, P. V. M. Tu, H. H. Hanh and K. Yamada, “Enhancing precision agriculture: An IoT-based smart monitoring system integrated LoRaWAN, ML and AR,” EAI Endorsed Transactions on Smart Cities, vol. 7, no. 4, pp. 1–11, 2024, doi: 10.4108/eetsc.7286.
L. Schulthess, F. Longchamp, C. Vogt and M. Magno, “A LoRa-Based and Maintenance-Free Cattle Monitoring System for Alpine Pastures and Remote Locations,” in Proc. 11th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, Istanbul, Turkiye, Nov. 12, 2023, pp. 44–50, doi: 10.1145/3628353.3628549.
Y. -T. Ting and K. -Y. Chan, “Optimising performances of LoRa based IoT enabled wireless sensor network for smart agriculture,” Journal of Agriculture and Food Research, vol. 16, 2024, Art. no. 101093, doi: 10.1016/j.jafr.2024.101093.
E. Bicamumakuba, E. Habineza, Samsuzzaman, N. Reza and S. -O Chung, “IoT-enabled LoRaWAN gateway for monitoring and predicting spatial environmental parameters in smart greenhouses: A review,” Precision Agriculture Science and Technology, vol. 7, no. 1, pp. 28–46, 2025, doi: 10.22765/pastj.20250003.
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: 10.1016/j.icte.2017.12.005.
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