Performance Evaluation of Asynchronous Pulse Code Multiple Access in Massive IoT Networks

被引：0
作者：
Leibnitz, Kenji [1 ]
Peper, Ferdinand [1 ]
Hasegawa, Mikio [2 ]
Wakamiya, Naoki [3 ]
机构：
[1] Natl Inst Informat & Commun Technol NICT, Ctr Informat & Neural Networks CiNet, Osaka 5650871, Japan
[2] Tokyo Univ Sci, Dept Elect Engn, Tokyo 1258585, Japan
[3] Osaka Univ, Grad Sch Informat Sci & Technol, Osaka 5650871, Japan
来源：
IEEE ACCESS | 2024年 / 12卷
关键词：
Internet of Things; Performance evaluation; 5G mobile communication; Protocols; Codes; Throughput; NOMA; Sensor systems; Massive Internet of Things (IoT); asynchronous pulse code multiple access (APCMA); high-density sensor networks; resource-restricted devices; pulse-based signals; communication through silence (CtS); 5G NETWORKS; MODEL; INTERNET;
D O I：
10.1109/ACCESS.2024.3430548
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The Internet of Things (IoT) has revolutionized the way we interact with everyday objects by connecting sensors/actuators to the Internet to monitor and control various aspects of our environment. As the number of IoT devices continues to grow, efficient medium access control protocols are needed to ensure that communication takes place in a reliable and scalable manner. In this paper, we investigate the performance of the Asynchronous Pulse Code Multiple Access (APCMA) protocol in massive IoT scenarios through simulations and analysis. We show that APCMA is able to outperform CSMA/CA in terms of the number of successfully transmitted messages in scenarios with up to 30,000 transmitting sensor nodes while also being able to utilize the channel more efficiently. We also examine the sensitivity of APCMA's performance with respect to its parameters.
引用
收藏
页码：100515 / 100528
页数：14
相关论文
共 52 条
  • [1] Understanding the Limits of LoRaWAN
    Adelantado, Ferran
    Vilajosana, Xavier
    Tuset-Peiro, Pere
    Martinez, Borja
    Melia-Segui, Joan
    Watteyne, Thomas
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (09) : 34 - 40
  • [2] A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
    Akpakwu, Godfrey Anuga
    Silva, Bruno J.
    Hancke, Gerhard P.
    Abu-MAhfouz, Adnan M.
    [J]. IEEE ACCESS, 2018, 6 : 3619 - 3647
  • [3] [Anonymous], 2023, Global Sensitivity Analysis Package (v1.2.0)
  • [4] [Anonymous], 2021, MHz-Band Telemeter, Telecontrol and Data Transmission Radio Equipment
  • [5] Performance analysis,of the IEEE 802.11 distributed coordination function
    Bianchi, G
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2000, 18 (03) : 535 - 547
  • [6] Bor M. C., 2016, P 19 ACM INT C MOD A, P59, DOI [DOI 10.1145/2988287.2989163, 10.1145/2988287.2989163]
  • [7] Massive Unsourced Random Access for NGMA: Architectures, Opportunities, and Challenges
    Che, Jingze
    Zhang, Zhaoyang
    Yang, Zhaohui
    Chen, Xiaoming
    Zhong, Caijun
    [J]. IEEE NETWORK, 2023, 37 (01): : 28 - 35
  • [8] Chen XM, 2021, IEEE J SEL AREA COMM, V39, P615, DOI 10.1109/JSAC.2020.3019724
  • [9] Chen Y. P., 2006, P 1 INT C INT INT AD, DOI [10.1145/1142680.1142715, DOI 10.1145/1142680.114271512D]
  • [10] Chettri R., COMPREHENSIVE SURVEY
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