Enhancing Nonlinear Subspace Identification Using Sparse Bayesian Learning with Spike and Slab Priors

被引:0
|
作者
Rui Zhu
Sufang Chen
Dong Jiang
Shitao Xie
Lei Ma
Stefano Marchesiello
Dario Anastasio
机构
[1] Technical University of Munich,School of Civil and Transportation Engineering
[2] Southeast University Chengxian College,School of Mechanical and Electronic Engineering
[3] Nanjing Forestry University,Dipartimento Di Ingegneria Meccanica Ed Aerospaziale
[4] Shanghai Institute of Spacecraft Equipment,undefined
[5] Politecnico Di Torino,undefined
关键词
Nonlinear system identification; Model selection; Negative stiffness oscillator; Friction;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3021 / 3031
页数:10
相关论文
共 50 条
  • [21] Variable Fusion for Bayesian Linear Regression via Spike-and-slab Priors
    Wu, Shengyi
    Shimamura, Kaito
    Yoshikawa, Kohei
    Murayama, Kazuaki
    Kawano, Shuichi
    INTELLIGENT DECISION TECHNOLOGIES, KES-IDT 2021, 2021, 238 : 491 - 501
  • [22] Sparse Bayesian Learning Assisted CFO Estimation Using Nonnegative Laplace Priors
    Huang, Min
    Huang, Lei
    Sun, Weize
    Bao, Weimin
    Zhang, Jihong
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (06) : 6151 - 6155
  • [23] BAYESIAN ESTIMATION OF SPARSE SIGNALS WITH A CONTINUOUS SPIKE-AND-SLAB PRIOR
    Rockova, Veronika
    ANNALS OF STATISTICS, 2018, 46 (01): : 401 - 437
  • [24] An Adaptive Bayesian Lasso Approach with Spike-and-Slab Priors to Identify Multiple Linear and Nonlinear Effects in Structural Equation Models
    Brandt, Holger
    Cambria, Jenna
    Kelava, Augustin
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2018, 25 (06) : 946 - 960
  • [25] Bayesian Model Selection in Nonlinear Subspace Identification
    Zhu, Rui
    Fei, Qingguo
    Jiang, Dong
    Marchesiello, Stefano
    Anastasio, Dario
    AIAA JOURNAL, 2022, 60 (01) : 92 - 101
  • [26] Bayesian Sparse Estimation Using Double Lomax Priors
    Gu, Xiaojing
    Leung, Henry
    Gu, Xingsheng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [27] Sparse Bayesian Nonlinear System Identification Using Variational Inference
    Jacobs, William R.
    Baldacchino, Tara
    Dodd, Tony
    Anderson, Sean R.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (12) : 4172 - 4187
  • [28] EP-GIG Priors and Applications in Bayesian Sparse Learning
    Zhang, Zhihua
    Wang, Shusen
    Liu, Dehua
    Jordan, Michael I.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2012, 13 : 2031 - 2061
  • [29] Advantages of Spike and Slab Priors for Detecting Differential Item Functioning Relative to Other Bayesian Regularizing Priors and Frequentist Lasso
    Chen, Siyuan Marco
    Bauer, Daniel J.
    Belzak, William M.
    Brandt, Holger
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2022, 29 (01) : 122 - 139
  • [30] Nonlinear Spike-And-Slab Sparse Coding for Interpretable Image Encoding
    Shelton, Jacquelyn A.
    Sheikh, Abdul-Saboor
    Bornschein, Joerg
    Sterne, Philip
    Luecke, Joerg
    PLOS ONE, 2015, 10 (05):