Noisy chaotic time series prediction based on wavelet echo state network

被引：0
|
作者：
Yang, Fei [1 ,2 ]
Fang, Binxing [1 ]
Wang, Chunlu [1 ]
Zuo, Xingquan [1 ]
Zhong, Ruiming [1 ]
机构：
[1] School of Computer Science Key Laboratory of Trustworthy Distributed Computing, Beijing University of Post and Telecommunications, Service of the Ministry of Education of China, Beijing 100876, China
[2] Nanjing Panda Electronics Company limited, Nanjing 210002, China
来源：
International Journal of Digital Content Technology and its Applications | 2012年 / 6卷 / 09期
关键词：
Chaotic time series - Chaotic time series prediction - Decomposition scale - Echo state networks - Echo state setwork - Intelligence algorithms - Noise components - Prediction accuracy;
D O I：
10.4156/jdcta.vol6.issue9.22
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：173 / 181
相关论文
共 50 条
  • [1] Chaotic time series prediction based on wavelet echo state network
    Song Tong
    Li Han
    ACTA PHYSICA SINICA, 2012, 61 (08)
  • [2] Chaotic time series prediction by noisy echo state network
    Shinozaki, Aren
    Miyano, Takaya
    Horio, Yoshihiko
    IEICE NONLINEAR THEORY AND ITS APPLICATIONS, 2020, 11 (04): : 466 - 479
  • [3] Multivariate Chaotic Time Series Prediction Using a Wavelet Diagonal Echo State Network
    Xu, Meiling
    Han, Min
    Wang, Jun
    2015 SECOND INTERNATIONAL CONFERENCE ON MATHEMATICS AND COMPUTERS IN SCIENCES AND IN INDUSTRY (MCSI), 2015, : 86 - 92
  • [4] Chaotic time series prediction based on robust echo state network
    Li De-Cai
    Han Min
    ACTA PHYSICA SINICA, 2011, 60 (10)
  • [5] Echo state network implementation for chaotic time series prediction
    de la Fraga, Luis Gerardo
    Ovilla-Martinez, Brisbane
    Tlelo-Cuautle, Esteban
    MICROPROCESSORS AND MICROSYSTEMS, 2023, 103
  • [6] A Modified Echo State Network in Chaotic Time Series Prediction
    Li Dingyuan
    Liu Fu
    Qiao Junfei
    Li Rong
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 4350 - 4353
  • [7] WOA-Based Echo State Network for Chaotic Time Series Prediction
    Minghui Zhang
    Baozhu Wang
    Yatong Zhou
    Haoxuan Sun
    Journal of the Korean Physical Society, 2020, 76 : 384 - 391
  • [8] Chaotic Time Series Prediction Based on a Novel Robust Echo State Network
    Li, Decai
    Han, Min
    Wang, Jun
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (05) : 787 - 799
  • [9] WOA-Based Echo State Network for Chaotic Time Series Prediction
    Zhang, Minghui
    Wang, Baozhu
    Zhou, Yatong
    Sun, Haoxuan
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2020, 76 (05) : 384 - 391
  • [10] Prediction for noisy nonlinear time series by echo state network based on dual estimation
    Sheng, Chunyang
    Zhao, Jun
    Liu, Ying
    Wang, Wei
    NEUROCOMPUTING, 2012, 82 : 186 - 195
12345