Versatile Access Control for Massive IoT: Throughput, Latency, and Energy Efficiency

被引:24
作者
Jang, Han Seung [1 ]
Jin, Hu [2 ]
Jung, Bang Chul [3 ]
Quek, Tony Q. S. [4 ,5 ]
机构
[1] Chonnam Natl Univ, Sch Elect Elect Commun & Comp Engn, Yeousu 59626, South Korea
[2] Hanyang Univ, Div Elect Engn, Ansan 15588, South Korea
[3] Chungnam Natl Univ, Dept Elect Engn, Daejeon 34134, South Korea
[4] Singapore Univ Technol & Design, Singapore 487372, Singapore
[5] Kyung Hee Univ, Dept Elect Engn, Yongin 17104, South Korea
基金
新加坡国家研究基金会;
关键词
Uplink; Resource management; Access control; Internet of Things; Collision avoidance; Performance evaluation; Machine-to-machine communications; Internet of things; low-latency; energy-efficiency; access class barring (ACB); ACB factor; backlog estimation; MACHINE-TO-MACHINE; RESOURCE-ALLOCATION; M2M COMMUNICATIONS; TAGGED PREAMBLES; LTE; NETWORKS; INTERNET; DESIGN; SCHEME;
D O I
10.1109/TMC.2019.2914381
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a novel access control (AC) mechanism for cellular internet of things (IoT) networks with massive devices, which effectively satisfies various performance metrics such as access throughput, access delay, and energy efficiency. Basic idea of the proposed AC mechanism is to adjust access class barring (ACB) factor according to performance targets. For a given performance target, we derive the optimal ACB factors by considering not only the conventional preamble collision detection technique but also the early preamble collision detection technique, respectively. In addition, the proposed AC mechanism considers overall radio resources to optimize the ACB factor, which includes the number of preambles, random access response (RAR) messages, and physical-layer uplink shared channels (PUSCHs), while most conventional ACB schemes consider only the number of preambles. In particular, the proposed AC mechanism is illustrated with two representative performance metrics: latency and energy efficiency. Through extensive computer simulations, it is shown that the proposed versatile AC mechanism outperforms the conventional ACB schemes in terms of various performance metrics under diverse resource constraints.
引用
收藏
页码:1984 / 1997
页数:14
相关论文
共 41 条
[1]  
3GPP, 2017, Tech. Rep. TR 38.913
[2]  
3GPP, 2010, 3GPP 3GPP TSG RAN WG
[3]   Energy-Efficient Uplink Resource Allocation in LTE Networks With M2M/H2H Co-Existence Under Statistical QoS Guarantees [J].
Aijaz, Adnan ;
Tshangini, Mati ;
Nakhai, Mohammad Reza ;
Chu, Xiaoli ;
Aghvami, Abdol-Hamid .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (07) :2353-2365
[4]  
[Anonymous], 2012, 37868 TR 3GPP
[5]  
[Anonymous], 2017, Tech. Rep. ITU-R M.2410-0
[6]  
[Anonymous], 2018, TS 36.321
[7]   Network Life time Maximization for Cellular-Based M2M Networks [J].
Azari, Amin ;
Miao, Guowang .
IEEE ACCESS, 2017, 5 :18927-18940
[8]  
Azari A, 2014, 2014 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), P128, DOI 10.1109/GlobalSIP.2014.7032092
[9]   On Timing Reacquisition and Enhanced Primary Synchronization Signal (ePSS) Design for Energy Efficient 3GPP LTE MTC [J].
Balasubramanya, Naveen Mysore ;
Lampe, Lutz ;
Vos, Gustav ;
Bennett, Steve .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 16 (08) :2292-2305
[10]   On the Lambert W function [J].
Corless, RM ;
Gonnet, GH ;
Hare, DEG ;
Jeffrey, DJ ;
Knuth, DE .
ADVANCES IN COMPUTATIONAL MATHEMATICS, 1996, 5 (04) :329-359