RAT selection for IoT devices in HetNets: Reinforcement learning with hybrid SMDP algorithm

被引：0
|
作者：
Bian, Hongyi [1 ]
Zhang, Qingmiao [1 ]
Zhao, Junhui [1 ,2 ]
Zhang, Huan [2 ]
机构：
[1] School of Information Engineering, East China Jiaotong University, Nanchang,330013, China
[2] School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing,100044, China
来源：
Physical Communication | 2022年 / 54卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
34
引用
收藏
相关论文
共 50 条
  • [1] RAT selection for IoT devices in HetNets: Reinforcement learning with hybrid SMDP algorithm
    Bian, Hongyi
    Zhang, Qingmiao
    Zhao, Junhui
    Zhang, Huan
    PHYSICAL COMMUNICATION, 2022, 54
  • [2] A Channel Selection Algorithm Using Reinforcement Learning for Mobile Devices in Massive IoT System
    Furukawa, Honami
    Li, Aohan
    Shoji, Yozo
    Watanabe, Yoshito
    Kim, Song-Ju
    Sato, Koya
    Andreopoulos, Yiannis
    Hasegawa, Mikio
    2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2021,
  • [3] Reinforcement Learning to Interact with IoT Devices
    Milan, Giulia
    Vassio, Luca
    Drago, Idilio
    Mellia, Marco
    2021 IEEE INTERNATIONAL CONFERENCE ON OMNI-LAYER INTELLIGENT SYSTEMS (IEEE COINS 2021), 2021, : 71 - 76
  • [4] Trust-driven reinforcement selection strategy for federated learning on IoT devices
    Gaith Rjoub
    Omar Abdel Wahab
    Jamal Bentahar
    Ahmed Bataineh
    Computing, 2024, 106 : 1273 - 1295
  • [5] Trust-driven reinforcement selection strategy for federated learning on IoT devices
    Rjoub, Gaith
    Wahab, Omar Abdel
    Bentahar, Jamal
    Bataineh, Ahmed
    COMPUTING, 2024, 106 (04) : 1273 - 1295
  • [6] A Reinforcement-Learning-Based Distributed Resource Selection Algorithm for Massive IoT
    Ma, Jing
    Hasegawa, So
    Kim, Song-Ju
    Hasegawa, Mikio
    APPLIED SCIENCES-BASEL, 2019, 9 (18):
  • [7] Machine Learning for IoT Devices Security Reinforcement
    Ea, Philippe
    Xiang, Jiahui
    Salem, Osman
    Mehaoua, Ahmed
    MACHINE LEARNING FOR NETWORKING, MLN 2023, 2024, 14525 : 1 - 13
  • [8] Node Selection Algorithm for Federated Learning Based on Deep Reinforcement Learning for Edge Computing in IoT
    Yan, Shuai
    Zhang, Peiying
    Huang, Siyu
    Wang, Jian
    Sun, Hao
    Zhang, Yi
    Tolba, Amr
    ELECTRONICS, 2023, 12 (11)
  • [9] Deep Reinforcement Learning for Modulation and Coding Scheme Selection in Cognitive HetNets
    Zhang, Lin
    Tan, Junjie
    Liang, Ying-Chang
    Feng, Gang
    Niyato, Dusit
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [10] Coordinated Beam Selection in LTE-Advanced HetNets: A Reinforcement Learning Approach
    Simsek, Meryem
    Bennis, Mehdi
    Czylwik, Andreas
    2012 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2012, : 603 - 607
12345