System Testing and Performance Evaluation of an MQTT-Based IoT Monitoring System for Crop Cultivation
DOI:
https://doi.org/10.26418/elkha.v%25vi%25i.98306Keywords:
agriculture, latency, monitoring, MQTT, packet lossAbstract
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 agricultureReferences
“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
Additional Files
Published
Issue
Section
License
Copyright (c) 2026 ELKHA : Jurnal Teknik Elektro

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
1. Proposed Policy for Journals That Offer Open Access
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
2. Proposed Policy for Journals That Offer Delayed Open Access
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication, with the work [SPECIFY PERIOD OF TIME] after publication simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).