Review on Propagation Delay Analysis in Wireless Sensor Networks (WSNs) Using ZigBee and LoRa
Keywords:
LoRa, LoRaWAN, Propagation delay, Wireless sensor networks (WSNs), ZigBeeAbstract
Wireless sensor networks (WSNs) play a pivotal role in modern internet of things (IoT) ecosystems, enabling real-time data collection and communication across a wide range of applications. Among the most prominent communication technologies used in WSNs are ZigBee and LoRa, each offering unique advantages in terms of latency, power efficiency, and range. This review paper presents a comprehensive analysis of propagation delay, an essential performance metric in ZigBee and LoRa-based WSNs. We explore the architectural frameworks, modulation techniques, and network topologies that contribute to delay variations in both technologies. While ZigBee typically offers lower latency for short-range, low-hop networks due to its mesh architecture and higher data rates, LoRa provides superior long-range communication at the cost of increased transmission time. Key factors influencing delay, such as spreading factor, packet size, multi-hop routing, and sleep-mode latency, are examined in detail. Empirical data from recent building-scale studies are analyzed to highlight performance trends across different network scenarios. The study concludes with insights into hybrid ZigBee-LoRa deployments, latency-optimized configurations, and future research challenges in delay-sensitive WSN applications.
References
Robles-Enciso, Ricardo, et al. “LoRa, Zigbee and 5G Propagation and transmission performance in an indoor environment at 868 MHz.” Sensors, vol. 23, no. 6, pp. 3283–3283, Mar. 2023, Available: https://doi.org/10.3390/s23063283
Haorun Lv, et al. “Design of hybrid topology wireless sensor network nodes based on ZigBee protocol.” Electronics, vol. 14, no. 1, p. 115, Dec. 2024, Available: https://doi.org/10.3390/electronics14010115
T. Inthasuth, Y. Kaewjumras, S. Somwong, and W. Boonsong, “Comparative analysis of ZigBee, LoRa, and NB-IoT in a smart building: advantages, limitations, and integration possibilities,” International Journal of Reconfigurable and Embedded Systems (IJRES), vol. 14, no. 1, Dec. 2024, doi: https://doi.org/10.11591/ijres.v14.i1
I. Yoon, “Dual-mode data collection for periodic and urgent data transmission in energy harvesting wireless sensor networks,” Sensors, vol. 25, no. 8, p. 2559, Apr. 2025, doi: https://doi.org/10.3390/s25082559
Q. I. Ali, “5G-based wireless sensor networks: Performance insights and application optimization,” International Journal of Sensors Wireless Communications and Control, vol. 15, Apr. 2025, doi: https://doi.org/10.2174/0122103279368191250226074907
V.-T. Truong, A. Nayyar, and S. Ahmad Lone, “System Performance of wireless sensor network using LoRa–Zigbee hybrid communication,” Computers, Materials & Continua, vol. 68, no. 2, pp. 1615–1635, 2021, doi: https://doi.org/10.32604/cmc.2021.016922
A. I. Ali and S. Zorlu Partal, “Development and performance analysis of a ZigBee and LoRa-based smart building sensor network,” Frontiers in Energy Research, vol. 10, Aug. 2022, doi: https://doi.org/10.3389/fenrg.2022.933743
J. Bravo-Arrabal, P. Zambrana, J. J. Fernandez-Lozano, J. A. Gomez-Ruiz, J. S. Barba, and A. García-Cerezo, “Realistic deployment of hybrid wireless sensor networks based on ZigBee and LoRa for search and rescue applications,” in IEEE Access, vol. 10, pp. 64618-64637, 2022, doi: https://doi.org/10.1109/ACCESS.2022.3183135
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, p. 6332, Jul. 2023, doi: https://doi.org/10.3390/s23146332
K. Raghava Rao, Sateesh Kumar, Mohiddin, and Sitamahalakshmi, “Energy efficiency analysis of LoRa and ZigBee protocols in wireless sensor networks,” Geintec, vol. 11, no. 4, pp. 2237-0722, 2021, Accessed: Aug. 06, 2025. Available: https://revistageintec.net/old/wp-content/uploads/2022/03/2322.pdf
Q. H. Ta, V. K. Ta, T. T. Nguyen, and H. Oh, “A WSN and LoRa hybrid multimedia transmission protocol for scalar data and image transmission,” Sensors, vol. 24, no. 24, p. 8165, Dec. 2024, doi: https://doi.org/10.3390/s24248165
H. A. H. Alobaidy, J. S. Mandeep, R. Nordin, and N. F. Abdullah, “A review on ZigBee based WSNs: Concepts, infrastructure, applications, and challenges,” International Journal of Electrical and Electronic Engineering & Telecommunications, vol. 9, no. 3, pp. 189-198, 2020, doi: https://doi.org/10.18178/ijeetc.9.3.189-198
M. Trigka and E. Dritsas, “Wireless sensor networks: From fundamentals and applications to innovations and future trends,” IEEE Access, vol. 13, pp. 96365–96399, 2025, doi: https://doi.org/10.1109/access.2025.3572328
K. Lin and T. Hao, "Experimental link quality analysis for LoRa-based wireless underground sensor networks,” in IEEE Internet of Things Journal, vol. 8, no. 8, pp. 6565-6577, April 2021, doi: https://doi.org/10.1109/JIOT.2020.3044647