• 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