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
Link To Document