DocumentCode
2023519
Title
A unified derivation of operational matrices for integration in systems analysis
Author
Wu, Jiunn-Lin ; Chen, Chin-Hsing ; Chen, Chih-Fan
Author_Institution
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
fYear
2000
fDate
2000
Firstpage
436
Lastpage
442
Abstract
Using the operational matrix of an orthogonal function to perform integration for solving, identifying and optimizing a linear dynamic system has several advantages: (1) the method is computer oriented, thus solving higher order differential equations becomes a matter of dimension increasing; (2) the solution is a multi-resolution type; (3) the answer is convergent, even the size of increment is very large. The traditional method for deriving the operational matrix is very involved and not unified, this paper presents a new unified approach to deriving the operational matrices of orthogonal functions. We apply it first to the derivation of the operational matrices of the square wave group which consist of (i) the block pulse function, (ii) the Walsh function and (iii) the Haar wavelet function, then to the sinusoidal group which includes (i) the discrete Fourier transform, (ii) the discrete cosine transform and (iii) the discrete Hartley transform. Finally, we use the operational matrices to solve a linear differential equation to demonstrate its usefulness
Keywords
identification; integration; linear differential equations; matrix algebra; Haar wavelet function; Walsh function; block pulse function; discrete Fourier transform; discrete Hartley transform; discrete cosine transform; higher order differential equation; integration; linear differential equation; linear dynamic system; operational matrices; operational matrix; orthogonal function; sinusoidal group; square wave group; systems analysis; unified derivation; Chebyshev approximation; Computer science; Discrete Fourier transforms; Discrete cosine transforms; Discrete wavelet transforms; Educational institutions; Equations; Fourier transforms; Ice; Matrix converters;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: Coding and Computing, 2000. Proceedings. International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
0-7695-0540-6
Type
conf
DOI
10.1109/ITCC.2000.844267
Filename
844267
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