Integrated 2-4 Step Random Access for Heterogeneous and Massive IoT Devices

被引:1
作者
Piao, Yijun [1 ]
Lee, Tae-Jin [1 ]
机构
[1] Sungkyunkwan Univ, Coll Informat & Commun Engn, Suwon 16419, South Korea
来源
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING | 2024年 / 8卷 / 01期
基金
新加坡国家研究基金会;
关键词
Performance evaluation; 3GPP; Markov processes; Internet of Things; Delays; Analytical models; Standards; Massive IoT; random access (RA); medium access control (MAC); integrated two step RA and four step RA; Markov chain; CLASS BARRING SCHEME; 2-STEP RANDOM-ACCESS; PERFORMANCE ANALYSIS; S-ALOHA; TRANSMISSION; CONVERGENCE; SYSTEMS; NOMA; MTC;
D O I
10.1109/TGCN.2023.3322539
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Since massive number of User Equipment (UE)s will cause more collisions and increase delay, improved Random Access (RA) methods have been researched and proposed. With the introduction of the new two step RA procedure in 3rd Generation Partnership Project (3GPP) Release 16, the average RA delay of UE could be further reduced. To further enhance two step RA in association with four step RA, we propose a new RA method that integrates four step RA and two step RA for heterogeneous IoT devices, so that UEs can perform two types of RA methods in parallel. With the proposed method, we aim to minimize the UE conflicts with the available RA resources, increasing the efficiency of RA and decreasing the average RA delay. We optimize the probability of two step RA in the proposed method and present algorithm to provide the optimal resource configuration and parameter settings in the RA procedure according to the RA status of UEs. A Markov chain model is formulated to analyze and confirm the effectiveness of the proposed RA method. As a result of extensive simulations, we present that the proposed RA method can enhance the property of the RA procedure for massive and heterogeneous devices access scenarios in 5G and 6G communications.
引用
收藏
页码:441 / 452
页数:12
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