Turning Adversity Into Advantage: Robust MCS Selection Utilizing the Uncertainty of Channel Prediction Neural Networks

被引:0
|
作者
Li, Yangyang [1 ]
Xu, Yuhua [1 ]
Li, Guoxin [1 ]
Wang, Ximing [2 ]
Xu, Yifan [1 ]
Liu, Songyi [1 ]
Yue, Lei [1 ]
机构
[1] Army Engineering University of PLA, College of Communications Engineering, Nanjing,210000, China
[2] National University of Defense Technology, College of Information and Communication, Wuhan,430010, China
关键词
13;
D O I
10.1109/LWC.2024.3393939
中图分类号
学科分类号
摘要
引用
下载
收藏
页码:2632 / 2636
相关论文
共 50 条
  • [1] Robust Test Selection for Deep Neural Networks
    Sun, Weifeng
    Yan, Meng
    Liu, Zhongxin
    Lo, David
    IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2023, 49 (12) : 5250 - 5278
  • [2] Operations and learning in neural networks for robust prediction
    Kogiantis, AG
    PapantoniKazakos, T
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1997, 27 (03): : 402 - 411
  • [3] Channel Prediction With Location Uncertainty for Ad Hoc Networks
    Frohle, Markus
    Charalambous, Themistoklis
    Nevat, Ido
    Wymeersch, Henk
    IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2018, 4 (02): : 349 - 361
  • [4] Robust Route and Channel Selection in Cognitive Radio Networks
    Zhang, Jianzhao
    Yao, Fuqiang
    Liu, Yongxiang
    Cao, Long
    PROCEEDINGS OF 2012 IEEE 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, 2012, : 202 - 208
  • [5] Robust Power Control in Cognitive Radio Networks with Channel Uncertainty
    Gong, Shimin
    Wang, Ping
    Liu, Yongkang
    Zhuang, Weihua
    2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 4209 - 4214
  • [6] Channel Quality Prediction Using Neural Networks
    Botoca, Corina
    Patrascu, Alexandru
    2012 10TH INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND TELECOMMUNICATIONS, 2012, : 199 - 202
  • [7] A Comparison of Neural Networks for Wireless Channel Prediction
    Stenhammar, Oscar
    Fodor, Gabor
    Fischione, Carlo
    IEEE WIRELESS COMMUNICATIONS, 2024, 31 (03) : 235 - 241
  • [8] On the prediction of surface roughness in turning using artificial neural networks
    El-Sonbaty, I
    Megahed, AA
    CURRENT ADVANCES IN MECHANICAL DESIGN AND PRODUCTION VII, 2000, : 455 - 466
  • [9] Statistical approach utilizing neural networks for CD error prediction
    Asano, Masafumi
    Satake, Masaki
    Tanaka, Satoshi
    Mimotogi, Shoji
    METROLOGY, INSPECTION, AND PROCESS CONTROL FOR MICROLITHOGRAPHY XXI, PTS 1-3, 2007, 6518
  • [10] Robust Beamforming with Channel Uncertainty for Two-way Relay Networks
    Aziz, Ahsan
    Zeng, Meng
    Zhou, Jianwei
    Georghiades, Costas N.
    Cui, Shuguang
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012,