Implementation of PC-LEACH Protocol on a LoRa-Based Wireless Sensor Network

Authors

  • Krisna Eka Alfiandi Politeknik Negeri Malang
  • Yoyok Heru Prasetyo Isnomo Politeknik Negeri Malang
  • Muhammad Nanak Zakaria Politeknik Negeri Malang

DOI:

https://doi.org/10.33795/jartel.v16i1.9155

Keywords:

Energy Efficiency, Wireless Sensor Network, PC-LEACH, LoRa, LEACH

Abstract

Wireless Sensor Networks (WSNs) face a significant challenge regarding energy efficiency due to the reliance of sensor nodes on limited battery power. The commonly used Low-Energy Adaptive Clustering Hierarchy (LEACH) protocol often overlooks residual energy and distance factors in Cluster Head (CH) selection, which can shorten the network's lifespan. This research aims to implement and analyze the Power-Aware Centralized LEACH (PC-LEACH) protocol on a LoRa-based WSN to optimize energy consumption and extend network lifetime. The method involves implementing the PC-LEACH protocol, where CH selection is adaptively performed based on the nodes residual energy and their distance to the Sink. The system was built using ESP32 microcontrollers, LoRa RA-02 modules, and environmental sensors. Performance was evaluated through physical hardware implementation by comparing the protocol against a non-clustering baseline, with emphasis on energy consumption and system operation. The results show that the PC-LEACH protocol reduced the average current draw by 34% compared with the non-clustering scenario (64 mA vs. 97 mA). In addition, the hardware implementation showed successful data aggregation, dynamic CH rotation, and proper operation of the calibrated sensors.

References

S. Basagni, "Distributed Clustering for Ad-hoc Networks," ACM Mobile Networks and Applications, 2002.

D. Kumar, T. C. Aseri, and R. B. Patel, "EEHC: Energy Efficient Heterogeneous Clustered Scheme for Wireless Sensor Networks," IET Communications, vol. 4, no. 7, pp. 795–805, 2010.

Y. Zhang et al., "Energy-Efficient Routing in Wireless Sensor Networks," IEEE Transactions on Wireless Communications, 2011.

Y. H. Prasetyo Isnomo, M. Muladi, and H. Elmunsyah, “MCACOF: Multi-Criteria Adaptive Clustering and Optimization Framework to Improve WSN Performance,” IEEE Access, vol. 14, pp. 4246–4273, 2026, doi: 10.1109/ACCESS.2026.3650923.

Y. H. P. Isnomo, M. Muladi, and H. Elmunsyah, “Systematic Literature Review: Development of the LEACH Protocol Algorithm for Efficient Energy Consumption in WSN,” Przegląd Elektrotechniczny, vol. 100, no. 7, pp. 148–157, 2024, doi: 10.15199/48.2024.07.31.

A. A. S. H. Al-Dulaimi, M. A. Al-Tameemi, and Z. A. Abd-Al-Hussein, "Improved Uplink Throughput and Energy Efficiency of LoRaWAN Using 2-Hop LEACH Protocol," Indonesian Journal of Electrical Engineering and Computer Science, vol. 24, no. 3, pp. 1557–1563, 2021.

A. B. Santoso, M. N. Zakaria, and Y. H. P. Isnomo, "Implementation of HEED Routing Protocol in LoRa-Based Wireless Sensor Network," Jurnal Jartel: Jurnal Jaringan Telekomunikasi, vol. 15, no. 2, pp. 112–120, 2025.

U. Ntabeni, B. Basutli, H. Alves, and J. Chuma, "Improvement of the Low-Energy Adaptive Clustering Hierarchy Protocol in Wireless Sensor Networks Using Mean Field Games (MFG-LEACH)," Sensors, vol. 22, no. 19, p. 7496, Oct. 2022.

A. T. Wahyuni, Y. H. P. Isnomo, and M. N. Zakaria, "Implementation of the DE-LEACH Protocol in LoRa Communication Systems to Enhance WSN Lifetime," Jurnal Jartel: Jurnal Jaringan Telekomunikasi, vol. 15, no. 4, pp. 417–427, Dec. 2025.

Semtech Corporation, "LoRa Technology Overview." [Online]. Available: https://www.semtech.com

Q. N. Abdullah and A. H. Ataalla, "Enhancing the Lifespan of Wireless Sensor Networks by PDBAC-LEACH Protocol Using Clustering Approach as an Implementation Strategy," Indonesian Journal of Electrical Engineering and Computer Science, vol. 30, no. 1, pp. 433–443, Apr. 2023.

Cisco, "SNR, RSSI, EIRP and Free Space Path Loss," Dec. 2024. [Online]. Available: https://community.cisco.com/t5/wireless-mobility-knowledge-base/snr-rssi-eirp-and-free-space-path-loss/ta-p/3128478

Espressif Systems, "ESP32 Technical Reference Manual," 2019. [Online]. Available: https://www.espressif.com

J. Haxhibeqiri et al., "A Survey of LoRaWAN for IoT: From Technology to Application," Sensors, vol. 18, no. 11, p. 3995, 2018.

M. A. Rahman et al., "Power Consumption Analysis of ESP32 Microcontroller for IoT Applications," IEEE Internet of Things Journal, vol. 8, no. 12, pp. 9850–9860, 2021.

D. H. Kim et al., "Calibration and Validation of Low-Cost Environmental Sensors for IoT Air Quality Monitoring," IEEE Sensors Journal, vol. 22, no. 5, pp. 4512–4520, 2022.

Salim El Khediri et al., "An Optimal Clustering Algorithm-Based Routing Protocol for Wireless Sensor Networks," 2019.

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Published

31-03-2026

How to Cite

Alfiandi, K. E., Isnomo, Y. H. P., & Zakaria, M. N. (2026). Implementation of PC-LEACH Protocol on a LoRa-Based Wireless Sensor Network. JURNAL JARTEL: Jurnal Jaringan Telekomunikasi, 16(1), 16–22. https://doi.org/10.33795/jartel.v16i1.9155