Balancing the Data Transmission and Random Access Phases in 6G mMTC Radio Technologies

被引:1
作者
Stepanov, Nikita [1 ]
Turlikov, Andrey [1 ]
Begishev, Vyacheslav [2 ]
机构
[1] St Petersburg State Univ Aerosp Instrumentat SUAI, Dept Infocommunicat Technol & Commun Syst, St Petersburg 190000, Russia
[2] Peoples Friendship Univ Russia RUDN Univ, Dept Probabil Theory & Cybersecur, Moscow 117198, Russia
基金
俄罗斯科学基金会;
关键词
6G; mMTC; frame design; resource allocation; random access;
D O I
10.1109/LCOMM.2023.3322598
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Modern radio access technologies (RAT) for massive machine-to-machine communications (mMTC), such as LTE-M and NB-IoT, were designed with the assumption of a completely random and low traffic load from a single ED. Nowadays, new applications appear on the market such as smart grids that are characterized by much higher data transmission requirements. To develop new 6G RATs supporting forthcoming mMTC applications, there is a need to determine the optimal balance between the amount of resources allocated for the random access and the data transmission phases. In this letter, by utilizing the saturation principle, we propose a method for determining the optimal ratio of resources at these phases maximizing the system throughput. A critical observation is that the optimal resource balance maximizing the system throughput ensures delay performance which is just 5 - 10% off the optimal for a wide range of arrival intensities. The proposed approach can be used to design new 6G mMTC RATs with flexible frame design.
引用
收藏
页码:3419 / 3423
页数:5
相关论文
共 14 条
  • [1] [Anonymous], 2017, M24100 ITUR
  • [2] Gnedenko B. V., 1947, Limit Theorems for Sums of Independent Random Variables, V10
  • [3] Delay Analysis of Reservation Based Random Access: A Tandem Queue Model
    Hui, Haiming
    Chen, Wei
    [J]. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 2758 - 2763
  • [4] An Early Preamble Collision Detection Scheme Based on Tagged Preambles for Cellular M2M Random Access
    Jang, Han Seung
    Kim, Su Min
    Park, Hong-Shik
    Sung, Dan Keun
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (07) : 5974 - 5984
  • [5] Kleinrock L, 1975, QUEUEING SYSTEMS, V1
  • [6] Masek P., 2023, IEEE IoT J., V1, P1
  • [7] Mikhailov V. A., 1988, Problems of Information Transmission, V24, P47
  • [8] Polyanskiy Y, 2017, IEEE INT SYMP INFO, P2523, DOI 10.1109/ISIT.2017.8006984
  • [9] Channel Coding Rate in the Finite Blocklength Regime
    Polyanskiy, Yury
    Poor, H. Vincent
    Verdu, Sergio
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (05) : 2307 - 2359
  • [10] NETWORK CONTROL BY BAYESIAN BROADCAST
    RIVEST, RL
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1987, 33 (03) : 323 - 328