Resource Management and Admission Control for Tactile Internet in Next Generation of Radio Access Network

被引:2
|
作者
Gholipoor, Narges [1 ]
Parsaeefard, Saeedeh [2 ]
Javan, Mohammad Reza [3 ]
Mokari, Nader [1 ]
Saeedi, Hamid [1 ]
Pishro-Nik, Hossein [4 ]
机构
[1] Tarbiat Modares Univ, Dept Elect & Comp Engn, Tehran 14115111, Iran
[2] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
[3] Shahrood Univ Technol, Dept Elect & Robot Engn, Shahrood 3619995161, Iran
[4] Univ Massachusetts, Dept Elect & Comp Engn, Amherst, MA 01003 USA
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
美国国家科学基金会;
关键词
Delays; 5G mobile communication; Quality of service; Optimization; Resource management; Simulation; Reliability; Cloud radio access network (C-RAN); tactile Internet (TI); admission control (AC); CHANNEL ESTIMATION; POWER ALLOCATION; WIRELESS NETWORKS; 5G; FRONTHAUL; OFDM;
D O I
10.1109/ACCESS.2020.3011466
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Tactile Internet (TI) is one of the main service types in 5G, which requires tight delay preservation for each end-to-end (E2E) transmission link of TI pair of users. Consequently, it is required a highly sophisticated resource allocation (RA) algorithm over cloud radio access networks (C-RANs). In this paper, we aim to address this problem based on admission control (AC) and power allocation in orthogonal frequency division multiple access (OFDMA) mode with considering joint fronthaul and access delay in C-RAN. The objective of our proposed RA problem is to minimize a total transmit power subject to E2E delays and C-RAN limitations, e.g., a capacity limitation of fronthaul and power transmission links. Due to tight E2E constraints, the RA problems suffers from an infeasibility issue, i.e., the requirements of all TI users are not guaranteed, which leads to high degradation of services of TI users. The proposed AC of this paper can overcome this practical challenge while RA can help to use the resources in the best possible extent. Through simulation results, we investigate diverse service satisfaction parameters such as service acceptance ratio (SAR) and transmit power. Simulation results reveal that by dynamic adjustment of the access and fronthaul delays, transmit power can be saved compared to the case in which the delay is fixed over access and fronthaul links. Moreover, the number of rejected users in the network is significantly reduced, and more users are accepted, i.e., the SAR increases. Simulation results demonstrate that our dynamic delay adjustment and RA along with AC can outperform the benchmark algorithm in this context up to 3 dB.
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页码:136261 / 136277
页数:17
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