Towards Low Latency in 5G HetNets: A Bayesian Cell Selection/User Association Approach

被引:0
|
作者
Elkourdi, Mohamed [1 ]
Mazin, Asim [1 ]
Gitlin, Richard D. [1 ]
机构
[1] Univ S Florida, Dept Elect Engn, Innovat Wireless Informat Networking Lab iWINLAB, Tampa, FL 33620 USA
来源
2018 IEEE 5G WORLD FORUM (5GWF) | 2018年
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Expanding the cellular ecosystem to support an immense number of connected devices and creating a platform that accommodates a wide range of emerging services of different traffic types and Quality of Service (QoS) metrics are among the 5G's headline features. One of the key 5G performance metrics is ultra-low latency to enable new delay-sensitive use cases. Some network architectural amendments are proposed to achieve the 5G ultra-low latency objective. With these paradigm shifts in system architecture, it is of cardinal importance to rethink the cell selection / user association process to achieve substantial improvement in system performance over conventional maximum signal-to- interference plus noise ratio (Max-SINR) and cell range expansion (CRE) algorithms employed in Long Term Evolution-Advanced (LTE-Advanced). In this paper, a novel Bayesian cell selection / user association algorithm, incorporating the access nodes capabilities and the user equipment (UE) traffic type, is proposed in order to maximize the probability of proper association and consequently enhance the system performance in terms of achieved latency. Simulation results show that Bayesian game approach attains the 5G low end-to-end latency target with a probability exceeding 80%.
引用
收藏
页码:268 / 272
页数:5
相关论文
共 50 条
  • [21] Dynamic RAT Selection and Pricing for Efficient Traffic Allocation in 5G HetNets
    Passas, Virgilios
    Miliotis, Vasileios
    Makris, Nikos
    Korakis, Thanasis
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [22] Towards 5G: Decentralized Routing in FiWi Enhanced LTE-A HetNets
    Maier, Martin
    2015 IEEE 16TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE SWITCHING AND ROUTING (HPSR), 2015, : 10 - 15
  • [23] A Realistic Uplink-Downlink Coupled and Decoupled User Association Technique for K-tier 5G HetNets
    Sial, Muhammad Nadeem
    Ahmed, Junaid
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (03) : 2185 - 2204
  • [24] Definition and Evaluation of Latency in 5G: A Framework Approach
    Du, K. X.
    Carrozzo, G.
    Siddiqui, M. S.
    Carrasco, O.
    Sayadi, B.
    Lazarakis, F.
    Kourtis, A.
    Sterle, J.
    Bruschi, R.
    2019 IEEE 2ND 5G WORLD FORUM (5GWF), 2019, : 135 - 140
  • [25] Towards Zero Latency Software Defined 5G Networks
    Trivisonno, R.
    Guerzoni, R.
    Vaishnavi, I.
    Soldani, D.
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 2566 - 2571
  • [26] Ph.D. Forum: An Approach for Optimal Base Station Selection in 5G HetNets for Smart Factories
    Khan, Muhammad Farhan
    2020 21ST IEEE INTERNATIONAL SYMPOSIUM ON A WORLD OF WIRELESS, MOBILE AND MULTIMEDIA NETWORKS (IEEE WOWMOM 2020), 2020, : 64 - 65
  • [27] On the Impact of 5G User Equipments on Latency across Chipset Generations
    Seidel, Mauri
    Grohman, Andreas Ingo
    Lehmann, Christopher
    Rischke, Justus
    Fitzek, Frank H. P.
    PROCEEDINGS 2024 IEEE 25TH INTERNATIONAL SYMPOSIUM ON A WORLD OF WIRELESS, MOBILE AND MULTIMEDIA NETWORKS, WOWMOM 2024, 2024, : 177 - 185
  • [28] 5G Resource Scheduling for Low-latency Communication: A Reinforcement Learning Approach
    Huang, Qian
    Kadoch, Michel
    2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL), 2020,
  • [29] A Hybrid Bayesian Approach Towards Clock Offset and Skew Estimation in 5G Networks
    Goodarzi, Meysam
    Cvetkovski, Darko
    Maletic, Nebojsa
    Gutierrez, Jesus
    Grass, Eckhard
    2020 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC), 2020,
  • [30] Poster: A TDM Approach for Latency Reduction of Ultra-Reliable Low-Latency Data in 5G
    Ganesan, Karthikeyan
    Soni, Tapisha
    Nunna, Swaroop
    Ali, Ali Ramadan
    2016 IEEE VEHICULAR NETWORKING CONFERENCE (VNC), 2016,