TY - GEN
T1 - A unified derivation of operational matrices for integration in systems analysis
AU - Wu, Jiunn Lin
AU - Chen, Chin Hsing
AU - Chen, Chih Fan
PY - 2000/1/1
Y1 - 2000/1/1
N2 - 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.
AB - 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.
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U2 - 10.1109/ITCC.2000.844267
DO - 10.1109/ITCC.2000.844267
M3 - Conference contribution
AN - SCOPUS:84962767707
T3 - Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2000
SP - 436
EP - 442
BT - Proceedings - International Conference on Information Technology
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st International Conference on Information Technology: Coding and Computing, ITCC 2000
Y2 - 27 March 2000 through 29 March 2000
ER -