System Testing and Performance Evaluation of an MQTT-Based IoT Monitoring System for Crop Cultivation

Authors

  • Asrul Abdullah Department of Informatics, Universitas Muhammadiyah Pontianak, Indonesia http://orcid.org/0000-0003-4161-0553
  • Muhammad Iwan Department of Mechanical Engineering, Universitas Muhammadiyah Pontianak, Indonesia
  • Maryogi Maryogi Department of Informatics, Universitas Muhammadiyah Pontianak, Indonesia
  • Rizki Faizal Department of Informatics, Universitas Muhammadiyah Pontianak, Indonesia

DOI:

https://doi.org/10.26418/elkha.v%25vi%25i.98306

Keywords:

agriculture, latency, monitoring, MQTT, packet loss

Abstract

Agriculture is a crucial component of Indonesia's economy and food security. However, farmers have been using conventional techniques, such as planting according to a fixed timetable that is unaffected by weather or temperature. This will negative effect on the quality and yields of crops. Thus, a device is needed that can provide information about the weather or temperature. The message queuing telemetry transport (MQTT) is very helpful because it send data from the microcontroller to the display. This research aims to develop a prototype that displays measurement data utilizing MQTT and Node-RED, along with performance evaluations including latency, packet loss, and energy efficiency. This study employs an experimental approach that starts with a schematic design, followed by the installation and evaluation of a monitoring system. The outcome of this research indicates that the prototype worked performed well in an open farming field. System performance was assessed in terms of latency, packet loss, and energy efficiency. The results demonstrate stable operation during a 10-day field deployment, with an average latency of approximately 1.3 s, a packet loss rate of 1.38% and average power consumption of 1.25 W over 24 hours of continuous operation. These findings indicate that the proposed system is suitable for real-time agricultural monitoring under open-field conditions. The study emphasizes deployment feasibility and system-level performance rather than detailed agronomic analysis providing insights into the use of MQTT-based IoT solutions for open-field precision agriculture

References

“Efficient Data Management in Agricultural IoT: Compression, Security, and MQTT Protocol Analysis,” Sensors, vol. 24, no. 11, p. 3517, May 2024.

R. Hartono, M. Y. Nanang, and A. Purnomo, “Design and Implementation of an IoT System for Soil Nutrient Monitoring with MQTT Communication and Temporary Data Storage,” Ecological Engineering & Environmental Technology, vol. 25, no. 12, pp. 333–345, Dec. 2024.

E. D. Wardihani, E. U. Sari, Helmy, A. S. Nugroho, Y. Badruzzaman, A. Nursyahid, T. A. Setyawan, M. F. I. Nugraha, “Pemantauan dan Pengendalian Parameter Greenhouse Berbasis IoT Dengan Protokol MQTT,” Jurnal Nasional Teknik Elektro dan Teknologi Informasi, vol. 13, no. 1, pp. 38–43, Feb. 2024.

K. Khanal, G. Ojha, S. Chataut, and U. K. Ghimire, “IoT-Based Real-Time Soil Health Monitoring System for Precision Agriculture,” International Research Journal of Engineering and Technology (IRJET), vol. 11, no. 7, pp. 471–478, Jul. 2024.

S. Mansoor, S. Iqbal, S. M. Popescu, S. L. Kim, Y. S. Chung, and J.-H. Baek, “Integration of smart sensors and IOT in precision agriculture: trends, challenges and future prospectives,” Front Plant Sci, vol. 16, May 2025.

H. J. Jara Ochoa, R. Peña, Y. Ledo Mezquita, E. Gonzalez, and S. Camacho-Leon, “Comparative Analysis of Power Consumption between MQTT and HTTP Protocols in an IoT Platform Designed and Implemented for Remote Real-Time Monitoring of Long-Term Cold Chain Transport Operations,” Sensors, vol. 23, no. 10, p. 4896, May 2023.

S. Banks and N. O’Leary, “Node-RED: Flow-based programming for the Internet of Things,” JS Foundation. Accessed: Aug. 10, 2025. [Online]. Available: https :// nodered.org/ docs/ getting-started/local

Suhartinah, H. J. Berchmans, H. Nasution, Mada Jimmy FA, E. FKP. Tarigan, and Eka Samsul M, “Development of Environmental Testing Chamber Monitoring System Using Node Red,” in Conference on Management and Engineering in Industry (CMEI), 2021, pp. 44–47.

A. F. Gentile, D. Macrì, D. L. Carnì, E. Greco, and F. Lamonaca, “A Network Performance Analysis of MQTT Security Protocols with Constrained Hardware in the Dark Net for DMS,” Applied Sciences, vol. 14, no. 18, p. 8501, Sep. 2024.

S. Hong, J. Kang, and S. Kwon, “Performance Comparison of HTTP, HTTPS, and MQTT for IoT Applications,” International Journal of Advanced Smart Convergence, vol. 12, no. 1, pp. 9–17, 2023.

Downloads

Published

2026-04-04

Issue

Section

Vol. 18 No.1 April 2026