Errors-in-variables identification using a generalized instrumental variable estimation method

被引:0
|
作者
Soderstrom, Torsten [1 ]
机构
[1] Uppsala Univ, Div Syst & Control, Dept Informat Technol, SE-75105 Uppsala, Sweden
关键词
NONLINEAR LEAST-SQUARES; FRISCH SCHEME; ACCURACY ANALYSIS; INPUT;
D O I
10.1109/CDC.2010.5717579
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Several estimation methods have been proposed for identifying dynamic errors-in-variables models. In the paper it is shown how a number of common methods for errors-in-variables methods can be put into a general framework, resulting in a Generalized Instrumental Variable Estimator. Computational aspects and the asymptotic distribution of the parameter estimates are presented.
引用
收藏
页码:322 / 327
页数:6
相关论文
共 50 条
  • [41] Recursive identification of errors-in-variables systems
    Chen, Han-Fu
    [J]. 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1576 - 1580
  • [42] System identification for the errors-in-variables problem
    Soderstrom, Torsten
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2012, 34 (07) : 780 - 792
  • [43] Two-stage estimation of limited dependent variable models with errors-in-variables
    Wang, Liqun
    Hsiao, Cheng
    [J]. ECONOMETRICS JOURNAL, 2007, 10 (02): : 426 - 438
  • [44] Errors-in-variables system identification using structural equation modeling
    Kreiberg, David
    Soderstrom, Torsten
    Yang-Wallentin, Fan
    [J]. AUTOMATICA, 2016, 66 : 218 - 230
  • [45] Method of moments estimation and identifiability of semiparametric nonlinear errors-in-variables models
    Wang, Liqun
    Hsiao, Cheng
    [J]. JOURNAL OF ECONOMETRICS, 2011, 165 (01) : 30 - 44
  • [46] Identification of Fractional Linear Dynamical Systems with Autocorrelated Errors in Variables by Generalized Instrumental Variables
    Ivanov, Dmitriy V.
    Sandler, Ilya L.
    Kozlov, Evgeniy V.
    [J]. IFAC PAPERSONLINE, 2018, 51 (32): : 580 - 584
  • [47] Perspectives on errors-in-variables estimation for dynamic systems
    Söderström, T
    Soverini, U
    Mahata, K
    [J]. SIGNAL PROCESSING, 2002, 82 (08) : 1139 - 1154
  • [48] Robust estimation in the simple errors-in-variables model
    Fekri, M.
    Ruiz-Gazen, A.
    [J]. STATISTICS & PROBABILITY LETTERS, 2006, 76 (16) : 1741 - 1747
  • [49] Model validation methods for errors-in-variables estimation
    Soderstrom, Torsten
    Yuz, Juan
    [J]. 2013 IEEE 52ND ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2013, : 3882 - 3887
  • [50] Errors-in-variables modeling in optical flow estimation
    Ng, L
    Solo, V
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (10) : 1528 - 1540