DocumentCode
2105373
Title
A finite dimensional optimal control problem in inverse acoustics applications
Author
Crosta, Giovanni
Author_Institution
Dipartimento di Sci. dell´´Inf., Milan Univ., Italy
fYear
1993
fDate
15-17 Dec 1993
Firstpage
1925
Abstract
A nonlinear, finite dimensional optimal control problem is considered, which consists of determining the shape of an acoustic scatterer from information about the scattering amplitude. The shape parameters, which describe the unknown obstacle surface, are the control variables. Three aspects of the proposed method of solution are relevant as applications of optimal control theory: i) the finite dimensional formulation, obtained from the properties of complete families in state space; ii) the minimization of a one term cost function, the “boundary defect”, where some constraints, treated as a penalty term by previous methods, are now translated into the action of an approximate backpropagation (ABP) operator acting on the far field coefficients, the latter being estimated from the scattering amplitude. iii) the computationally efficient structure of the minimization algorithm, where data backpropagation and shape parameter update occur in two separate stages. Some details of the physical problem are provided. The corresponding model and the solution algorithm are described. Existence and uniqueness of the optimal control are considered. Several numerical results are presented, which comply with an error estimate based on the approximation scheme
Keywords
acoustic signal processing; acoustic wave scattering; distributed parameter systems; inverse problems; minimisation; multidimensional systems; nonlinear acoustics; nonlinear control systems; optimal control; signal detection; sonar; acoustic scatterer; approximate backpropagation operator; approximation scheme; error estimate; far field coefficients; inverse acoustics; minimization; nonlinear finite dimensional optimal control; one term cost function; scattering amplitude; state space; unknown obstacle surface; Acoustic scattering; Amplitude estimation; Backpropagation algorithms; Constraint theory; Cost function; Minimization methods; Nonlinear acoustics; Optimal control; Shape control; State-space methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1993., Proceedings of the 32nd IEEE Conference on
Conference_Location
San Antonio, TX
Print_ISBN
0-7803-1298-8
Type
conf
DOI
10.1109/CDC.1993.325529
Filename
325529
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