Analysis of a covariance matching method for discrete-time errors-in-variables identification

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn , Issue , 2007, Pages 759-763

  Mossberg, Magnus ^a  

^a KARLSTAD UNIVERSITY   (Sweden)

Author keywords

Covariance function; Covariance matrix; Errors in variables; Estimation; Identification

Indexed keywords

CONTINUOUS TIME SYSTEMS; ERRORS; FUNCTIONS; IDENTIFICATION (CONTROL SYSTEMS); PROBABILITY DENSITY FUNCTION; SIGNAL PROCESSING; TECHNICAL PRESENTATIONS;

CORRUPTED DATUMS; COVARIANCE FUNCTION; COVARIANCE MATCHING; ESTIMATED PARAMETERS; IDENTIFICATION; PARAMETERIZED; UNKNOWN PARAMETERS;

COVARIANCE MATRIX;

EID: 47849129770     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2007.4301361     Document Type: Conference Paper

References (7)

1. B. D. O Anderson and M. Deistler, "Identification of dynamic errors-in-variables models," Journal of Time Series Analysis, vol. 5, pp. 1-13, 1984.
2. V. Solo, "Identifiability of time series models with errors in variables," Journal of Applied Probability, vol. 23A, pp. 63-71, 1986.
3. R. Guidorzi, R. Diversi, and U. Soverini, "Optimal errors-in-variables filtering," Automatica, vol. 39, pp. 281-289, 2003.
4. T. Söderström, "Errors-in-variables methods in system identification," Automatica, vol. 43, pp. 939-958, 2007.
5. T. Söderström, Discrete-Time Stochastic Systems, Springer-Verlag, London, U.K., 2nd edition, 2002.
6. L. Ljung, System Identification, Prentice-Hall, Upper Saddle River, NJ, 2nd edition, 1999.
7. T. Söderström, "On computing the Cramér-Rao bound and covariance matrices for PEM estimates in linear state space models," in Proc. 14th IFAC Symp. System Identification, Newcastle, Australia, March 29-31 2006.