• DocumentCode
    1549642
  • Title

    On the use of Coifman intervallic wavelets in the method of moments for fast construction of wavelet sparsified matrices

  • Author

    Pan, Guangwen ; Toupikov, Mikhail V. ; Gilbert, Barry K.

  • Author_Institution
    Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
  • Volume
    47
  • Issue
    7
  • fYear
    1999
  • fDate
    7/1/1999 12:00:00 AM
  • Firstpage
    1189
  • Lastpage
    1200
  • Abstract
    Orthonormal wavelets have been successfully used as basis and testing functions for the integral equations and extremely sparse impedance matrices have been obtained. However, in many practical problems, the solution domain is confined in a bounded interval, while the wavelets are originally defined on the entire real line. To overcome this problem, periodic wavelets have been described in the literature. Nonetheless, the unknown functions must take on equal values at the endpoints of the bounded interval in order to apply periodic wavelets as the basis functions. We present the intervallic Coifman wavelets (coiflets) for the method of moments (MoM). The intervallic wavelets release the endpoints restrictions imposed on the periodic wavelets. The intervallic wavelets form an orthonormal basis and preserve the same multiresolution analysis (MRA) of other usual unbounded wavelets. The coiflets possesses a special property that their scaling functions have many vanishing moments. As a result, the zero entries of the matrices are identified directly, without using a truncation scheme with an artificially established threshold. Further, the majority of matrix elements are evaluated directly without performing numerical integration procedures such as Gaussian quadrature. For an n×n matrix, the number of actual numerical integrations is reduced from n2 to the order of 3n(2L-1), when the coiflets of order L is employed. The construction of intervallic wavelets is presented. Numerical examples of scattering problems are discussed and the relative error of this method is studied analytically
  • Keywords
    boundary integral equations; electromagnetic wave scattering; impedance matrix; method of moments; sparse matrices; wavelet transforms; Coifman intervallic wavelets; MoM; basis functions; boundary integral equations; fast construction; matrix elements; method of moments; multiresolution analysis; numerical integration; orthonormal basis; orthonormal wavelets; periodic wavelets; relative error; scaling functions; scattering problems; sparse impedance matrices; testing functions; unbounded wavelets; vanishing moments; wavelet sparsified matrices; zero entries; Impedance; Integral equations; Moment methods; Multiresolution analysis; Performance evaluation; Scattering; Sparse matrices; Testing; Wavelet analysis; Wavelet domain;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/8.785751
  • Filename
    785751