Low-orbit satellite channel prediction algorithm based on the hybrid CNN-BiLSTM using attention mechanism

被引:0
|
作者
Tang, Yiqiang [1 ]
Yang, Xiaopeng [1 ]
Zhu, Shengming [1 ]
机构
[1] Information and Navigation College, Air Force Engineering University, Xi'an,710077, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3863 / 3870
相关论文
共 50 条
  • [41] A Novel Trajectory Prediction Method Based on CNN, BiLSTM, and Multi-Head Attention Mechanism
    Xu, Yue
    Pan, Quan
    Wang, Zengfu
    Hu, Baoquan
    AEROSPACE, 2024, 11 (10)
  • [42] Prediction of Sunspot Number with Hybrid Model Based on 1D-CNN, BiLSTM and Multi-Head Attention Mechanism
    Chen, Huirong
    Liu, Song
    Yang, Ximing
    Zhang, Xinggang
    Yang, Jianzhong
    Fan, Shaofen
    ELECTRONICS, 2024, 13 (14)
  • [43] Vibration Signal Features Prediction of GIS Equipment Based on Improved Slime Mold Optimization Algorithm Optimizing CNN-BiLSTM
    Jiang, Xiping
    Wang, Qian
    Long, Yingkai
    Zhang, Shiling
    Fang, Yun
    Hu, Dong
    TRAITEMENT DU SIGNAL, 2022, 39 (04) : 1109 - 1117
  • [44] Short-Term Multistep Prediction of Process Industry Product Quality With CNN-BiLSTM Network Based on Parallel Attention Mechanisms
    Sun, Xiaolu
    Liang, Weinong
    Zhou, Chunxia
    Li, Yutao
    Wang, Guanghui
    Yue, Yuanhe
    IEEE SENSORS JOURNAL, 2024, 24 (15) : 25070 - 25081
  • [45] A Novel CNN-BiLSTM Ensemble Model With Attention Mechanism for Sit-to-Stand Phase Identification Using Wearable Inertial Sensors
    Chen, Xin
    Cai, Shibo
    Yu, Longjie
    Li, Xiaoling
    Fan, Bingfei
    Du, Mingyu
    Liu, Tao
    Bao, Guanjun
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32 : 1068 - 1077
  • [46] An attention-based CNN-BiLSTM hybrid neural network enhanced with features of discrete wavelet transformation for fetal acidosis classification
    Liu, Mujun
    Lu, Yaosheng
    Long, Shun
    Bai, Jieyun
    Lian, Wanmin
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 186
  • [47] Development of Long-Term Prediction Algorithm Based on Component States Using BiLSTM and Attention Mechanism
    Kim, Hyojin
    Jo, Seungho
    Kim, Jaehyun
    Park, Gayoung
    Kim, Jonghyun
    2021 5TH INTERNATIONAL CONFERENCE ON SYSTEM RELIABILITY AND SAFETY (ICSRS 2021), 2021, : 258 - 264
  • [48] Zero Trust Network Intrusion Detection System (NIDS) using Auto Encoder for Attention-based CNN-BiLSTM
    Alalmaie, Abeer Z.
    Nanda, Priyadarsi
    He, Xiangjian
    PROCEEDINGS OF 2023 AUSTRALIAN COMPUTER SCIENCE WEEK, ACSW 2023, 2023, : 1 - 9
  • [49] Load Balancing Routing Algorithm of Low-Orbit Communication Satellite Network Traffic Based on Machine Learning
    Liu, Tie
    Sun, Chenhua
    Zhang, Yasheng
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [50] Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia
    Raj N.
    Prakash R.
    Sustainable Horizons, 2024, 11