Multiple optima in identification of ARX models subject to missing data

Eurasip Journal on Applied Signal Processing

Volumn 2002, Issue 1, 2002, Pages 30-37

  Wallin, Ragnar ^a   Isaksson, Alf J ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

Irregular sampling; Linear systems; Parameter estimation

Indexed keywords

CORRELATION METHODS; LINEAR SYSTEMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; SAMPLED DATA CONTROL SYSTEMS; SIGNAL PROCESSING;

MISSING DATA SAMPLING;

PARAMETER ESTIMATION;

EID: 0036064308     PISSN: 11108657     EISSN: None     Source Type: Journal    
DOI: 10.1155/S1110865702000379     Document Type: Conference Paper

References (23)

1. Exact likelihood of a vector autoregressive moving average process with missing or aggregated data
2. Maximum likelihood fitting of ARMA models to time series with missing observations
3. Optimal ARMA parameter estimation based on the sample covariances for data with missing observations
4. Missing observations in dynamic econometric models: A partial synthesis
5. Parameter estimation for autoregressive systems with missing observations
6. Parameter estimation for autoregressive systems with missing observations-Part II
7. A strategy to complete a time series with missing observations
8. Robust identification and smoothing for linear system with outliers and missing data
9. Identification of nonlinear systems with missing data using stochastic neural network
10. Sequential algorithms for parameter estimation based on the kullback-liebler information measure
11. A Class of real-time AR identification algorithms in the case of missing observations
12. Identification of continuous-time systems with missing data
13. Identification of ARX models subject to missing data
14. A recursive EM algorithm for identification subject to missing data
15. An iterative method for identification of ARX models subject to missing data
16. Uniqueness of the maximum likelihood estimates of ARMA model parameters - An elementary proof
17. Determination of steady state behavior for periodic discrete filtering problems
18. Nonuniform sampling theorems for bandpass signals at or below the Nyquist density
19. Instrumental variable methods for system identification