Title :
Optimization algorithm parameters of an inverse filtration in conditions of a priori indeterminacy
Author :
Polevoy, A.A. ; Simonov, M.M. ; Shuvalov, V.E.
Author_Institution :
Novosibirsk State Tech. Univ.
Abstract :
The accuracy increase of regularizing algorithms of the Volterra integral equations of 1-st order are considered. These problems describe tasks of dynamic objects identification and restoration of input signals for cases, when the effective power of a power spectrum of the required solution is concentrated in the limited frequencies band, including the almost periodic solutions. It is proposed to use filters with the minimal number of characteristic parameters, as a combination of Butterworth filters, as stabilizers in system-structural analogue of Tikhonov´s regularization method
Keywords :
Butterworth filters; Volterra equations; filtering theory; identification; optimisation; signal restoration; Butterworth filters; Tikhonov´s regularization method; a priori indeterminacy; almost periodic solutions; dynamic objects identification; first-order Volterra integral equations; input signals restoration; inverse filtration; limited frequencies band; optimization algorithm parameters; power spectrum; regularizing algorithms; system-structural analogue; Aerodynamics; Automation; Equations; Filters; Filtration; Power measurement; Pulse measurements; Signal processing; Signal restoration; Velocity measurement;
Conference_Titel :
Electronic Instrument Engineering Proceedings, 2000. APEIE-2000. Volume 1. 2000 5th International Conference on Actual Problems of
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-5903-8
DOI :
10.1109/APEIE.2000.913104