Article
Journal :
Computer Communications
ISSN : 0140-3664
Publisher :
Information
Period : December 2020
Volume : 164
Pages : 148-157
Details
A study of LoRaWAN protocol performance for IoT applications in smart agriculture
Badreddine Miles El-Bay Bourennane Samia Boucherkha Salim Chikhi
The use of Internet of Things (IoT) is becoming increasingly common in agribusiness to increase food production capacity for the expanding global population. Recently, low-power wide-area networks (LPWANs) have been used in the development of IoT applications that require low power consumption and low data transmission rates. LoRaWAN is considered the most suitable communication network for LPWANs for IoT applications in smart agriculture. In this paper, we present an in-depth study of the performance of the LoRaWAN communication network in the context of an IoT application for a pilot farm. We consider several scenarios and analyze simulation results by using Network Simulator 3. We then propose a mathematical model that precisely predicts the successful packet delivery rate for this type of network considering the number of nodes and the transmission interval duration. Finally, we validate the results of our model by comparing them with other simulation results under different scenarios.
Key words :
Internet of Things (IoT) LoRa LoRaWAN Modeling Network Simulator 3 (NS-3) Performance Simulation Smart agriculture
Ref. laboratory citation :
misc-lab-357
DOI :
https://doi.org/10.1016/j.comcom.2020.10.009
Link :
Texte intégral
ACM :
B. Miles, E.-B. Bourennane, S. Boucherkha and S. Chikhi. 2020. A study of LoRaWAN protocol performance for IoT applications in smart agriculture. Computer Communications, 164 (December 2020), Elsevier, 148-157. DOI: https://doi.org/https://doi.org/10.1016/j.comcom.2020.10.009.
APA :
Miles, B., Bourennane, E.-B., Boucherkha, S. & Chikhi, S. (2020, December). A study of LoRaWAN protocol performance for IoT applications in smart agriculture. Computer Communications, 164, Elsevier, 148-157. DOI: https://doi.org/https://doi.org/10.1016/j.comcom.2020.10.009
IEEE :
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, Elsevier, pp. 148-157, December, 2020. DOI: https://doi.org/https://doi.org/10.1016/j.comcom.2020.10.009.
BibTeX :
@article{misc-lab-357,
author = {Miles, Badreddine and Bourennane, El-Bay and Boucherkha, Samia and Chikhi, Salim},
title = {A study of LoRaWAN protocol performance for IoT applications in smart agriculture},
journal = {Computer Communications},
volume = {164},
issn = {0140-3664},
pages = {148--157},
publisher = {Elsevier},
year = {2020},
month = {December},
doi = {https://doi.org/10.1016/j.comcom.2020.10.009},
url = {https://www.sciencedirect.com/science/article/pii/S0140366420319575},
keywords = {Internet of Things (IoT), LoRa, LoRaWAN, Modeling, Network Simulator 3 (NS-3), Performance, Simulation, Smart agriculture}
}
RIS :
TI  - A study of LoRaWAN protocol performance for IoT applications in smart agriculture
AU - B. Miles
AU - E.-B. Bourennane
AU - S. Boucherkha
AU - S. Chikhi
PY - 2020
SN - 0140-3664
JO - Computer Communications
VL - 164
SP - 148
EP - 157
PB - Elsevier
AB - The use of Internet of Things (IoT) is becoming increasingly common in agribusiness to increase food production capacity for the expanding global population. Recently, low-power wide-area networks (LPWANs) have been used in the development of IoT applications that require low power consumption and low data transmission rates. LoRaWAN is considered the most suitable communication network for LPWANs for IoT applications in smart agriculture. In this paper, we present an in-depth study of the performance of the LoRaWAN communication network in the context of an IoT application for a pilot farm. We consider several scenarios and analyze simulation results by using Network Simulator 3. We then propose a mathematical model that precisely predicts the successful packet delivery rate for this type of network considering the number of nodes and the transmission interval duration. Finally, we validate the results of our model by comparing them with other simulation results under different scenarios.
KW - Internet of Things (IoT)
KW - LoRa
KW - LoRaWAN
KW - Modeling
KW - Network Simulator 3 (NS-3)
KW - Performance
KW - Simulation
KW - Smart agriculture
DO - https://doi.org/10.1016/j.comcom.2020.10.009
UR - https://www.sciencedirect.com/science/article/pii/S0140366420319575
ID - misc-lab-357
ER -