Automatic bound estimation: A practical development in optimal bounding ellipsoid processing

IEEE Signal Processing Letters

Volumn 4, Issue 8, 1997, Pages 236-239

  Lin, T M ^a   Nayeri, M ^a   Deller Jr , J R ^a  

^a Michigan State University   (United States)

Author keywords

Bounded error processing; Optimal bounding ellipsoid; Parameter estimation; Set membership identification; System identification

Indexed keywords

ALGORITHMS; BOUNDARY VALUE PROBLEMS; CONVERGENCE OF NUMERICAL METHODS; ERROR DETECTION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; SIGNAL THEORY;

AUTOMATIC BOUND ESTIMATION (ABE); OPTIMAL BOUNDING ELLIPSOID ALGORITHMS (OBE);

SIGNAL PROCESSING;

EID: 0031211014     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/97.611289     Document Type: Article

References (8)

1. J. R. Deller, M. Nayeri, and M. S. Liu, "Unifying the landmark developments in optimal bounding ellipsoid identification." Int. J. Automat. Contr. Signal Process., vol. 8, pp. 48-63, Jan./Feb. 1994.
2. J. R. Deller, M. Nayeri, and S. F. Odeh, "Least square identification with error bounds for real-lime signal processing and control." Proc. IEEE, vol. 81, pp. 813-849, June 1993.
3. E. Fogel and Y.-F. Huang, "On the value of information in system identification - Bounded noise case," Automatica. vol. 18, pp. 229-238, 1982.
4. L. Ljung and T. Söderström, Theory and Practice of Recursive Identification. Cambridge. MA: MIT Press, 1983.
5. J. R. Deller and T. C. Luk, "Linear prediction analysis of speech based on set-membership theory." Comput. Speech Lang., vol. 3, pp. 301-327. Oct. 1989
6. T. M. Lin, "Optimal hounding ellipsoid algorithms with automatic bound estimation," Ph.D. dissertation. Michigan State Univ., East Lansing, MI, 1996.
7. D. Maksarov and J. P. Norton, 'Tuning of noise bounds in state bounding," in Proc. IMACS Symp. Modeling, Analysis, and Simulation, Lille, France, July 1996, pp. 837-842.
8. M. Nayeri, M. S. Liu, and J. R. Deller, Jr., "Do interpretable optimal bounding ellipsoid algorithms converge? - Parts I & II." in Proc. 10th IFAC Symp. System Identification, Copenhagen, Denmark, July 1994. vol. 3, pp. 389-400.