Title :
Algorithm for generalized harmonic analysis (GHA)
Author :
Muraoka, Teruo ; Kiriu, Shinya ; Kamiya, Yuichi
Author_Institution :
Musashi Inst. of Technol., Tokyo, Japan
Abstract :
Generalized harmonic analysis (GHA) proposed by Wiener (1958) is a fine tool in time-frequency resolution because it expresses signal using almost-periodic function. However, the method is rarely utilized because it involves a large amount of calculation. High efficiency algorithm for GHA was developed first by Hirata, and was further improved recently in a reduction of calculation amount. However, they were not enough in accuracy. Starting from the Hirata´s algorithm, the authors have achieved a high-speed, highly accurate GHA algorithm by improvement in the calculation method of sine and cosine coefficients and subdivision of a frequency scale.
Keywords :
harmonic analysis; signal processing; time-frequency analysis; Hirata´s algorithm; cosine calculation; frequency scale subdivision; generalized harmonic analysis; sine calculation; time-frequency resolution; Algorithm design and analysis; Fourier transforms; Harmonic analysis; Independent component analysis; Mobile communication; Research and development; Signal analysis; Signal resolution; Signal synthesis; Time frequency analysis;
Conference_Titel :
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN :
0-7803-8346-X
DOI :
10.1109/MWSCAS.2004.1354114