Title :
Reconstruction of dynamics from noisy observations
Author :
DiMasi, Giovanni B. ; Taylor, Thomas J.
Author_Institution :
Dipartimento di Matematica Applicata, Padova Univ., Italy
Abstract :
We present a rigorous formulation of the problem of reconstruction of autonomous deterministic dynamics from noisy observations. The solution is obtained in terms of deconvolution, hence the problem is related to the reconstruction of visual images. Numerical implementation by an optimization method such as simulated annealing or continuation is suggested
Keywords :
deconvolution; noise; observers; optimisation; autonomous deterministic dynamics reconstruction; continuation; deconvolution; noisy observations; simulated annealing; visual image reconstruction; Chaos; Deconvolution; Focusing; Image reconstruction; Mathematics; Observability; Optimization methods; Physics; Simulated annealing; Systems engineering and theory;
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
DOI :
10.1109/CDC.1994.411172
