SCAP SigFox: A Scalable Communication Protocol for Low-Power Wide-Area IoT Networks

被引:4
作者
Alqurashi, Halah [1 ]
Bouabdallah, Fatma [1 ]
Khairullah, Enas [1 ]
机构
[1] King Abdelaziz Univ, Fac Comp & Informat Technol, POB 80200, Jeddah, Saudi Arabia
关键词
low-power wide-area network (LPWAN); Internet of Things (IoT); SigFox technology; scalability;
D O I
10.3390/s23073732
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The Internet of Things (IoT) is a new future technology that is aimed at connecting billions of physical-world objects to the IT infrastructure via a wireless medium. Many radio access technologies exist, but few address the requirements of IoT applications such as low cost, low energy consumption, and long range. Low-Power wide-area network (LPWAN) technologies, especially SigFox, have a low data rate that makes them suitable for IoT applications, especially since the lower the data rate, the longer the usable distance for the radio link. SigFox technology achieves as a main objective network reliability by striving for the successful delivery of data messages through redundancy. Doing so results in one of the SigFox weaknesses, namely the high collision rate, which questions SigFox scalability. In this work, we aimed at avoiding collisions by changing SigFox's Aloha-based medium access protocol to TDMA and by using only orthogonal channels while removing redundancy. Consequently, every node sends a single copy of the data message on a given orthogonal channel in a specific time slot. To achieve this, we implemented a slot- and channel-allocation protocol (SCAP) on top of SigFox. In other words, our goal was to improve SigFox's scalability by implementing two mechanisms: time slot allocation and channel allocation. Performance analysis was conducted on large networks with sizes ranging from 1000 to 10,000 nodes to evaluate both technologies: the original SigFox and SCAP SigFox. The simulation results showed that SCAP SigFox highly reduced the probability of collision and energy consumption when compared to the original SigFox. Additionally, SCAP SigFox had a greater throughput and packet delivery ratio (PDR).
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页数:23
相关论文
共 32 条
  • [1] [Anonymous], 2018, SIGF TECHN OV
  • [2] [Anonymous], SIGF COV
  • [3] Radio resource management framework for energy-efficient communications in the Internet of Things
    Deepak, G. C.
    Bouhafs, Faycal
    Raschella, Alessandro
    Mackay, Michael
    Shi, Qi
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2019, 30 (12)
  • [4] Febriyandi Fenta, 2020, 2020 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT). Proceedings, P21, DOI 10.1109/IAICT50021.2020.9172012
  • [5] Finnegan J, 2018, INT SYM NETWO COMP
  • [6] Low Power Wide Area Network Analysis: Can LoRa Scale?
    Georgiou, Orestis
    Raza, Usman
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2017, 6 (02) : 162 - 165
  • [7] Islam Nahina, 2020, 2020 IEEE International Conference on Smart Internet of Things (SmartIoT), P270, DOI 10.1109/SmartIoT49966.2020.00048
  • [8] Izzeldin N., 2022, Acad. J. Res. Sci. Publ., V4, P5
  • [9] Josifovic K., 2019, P 2019 27 TELECOMMUN, P1, DOI [10.1109/TELFOR48224.2019.8971313, DOI 10.1109/TELFOR48224.2019.8971313]
  • [10] A Comparative Study of LoRaWAN, SigFox, and NB-IoT for Smart Water Grid
    Lalle, Yandja
    Fourati, Lamia Chaari
    Fourati, Mohamed
    Barraca, Joao Paulo
    [J]. 2019 GLOBAL INFORMATION INFRASTRUCTURE AND NETWORKING SYMPOSIUM (GIIS), 2019,