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タイトル
和文: 
英文:Fast and Accurate Generalized Harmonic Analysis and Its Parallel Computation by GPU 
著者
和文: 野田久順, 西原明法.  
英文: Hisayori Noda, AKINORI NISHIHARA.  
言語 English 
掲載誌/書名
和文: 
英文:IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences 
巻, 号, ページ Vol. E92-A    No. 3    pp. 745-752
出版年月 2009年3月 
出版者
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英文: 
会議名称
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開催地
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ファイル
公式リンク http://www.ieice.org/
 
DOI https://doi.org/10.1587/transfun.E92.A.745
アブストラクト A fast and accurate method for Generalized Harmonic Analysis is proposed. The proposed method estimates the parameters of a sinusoid and subtracts it from a target signal one by one. The frequency of the sinusoid is estimated around a peak of Fourier spectrum using binary search. The binary search can control the trade-off between the frequency accuracy and the computation time. The amplitude and the phase are estimated to minimize the squared sum of the residue after extraction of estimated sinusoids from the target signal. Sinusoid parameters are recalculated to reduce errors introduced by the peak detection using windowed Discrete-Time Fourier Transform. Audio signals are analyzed by the proposed method, which confirms the accuracy compared to existing methods. The proposed algorithm has high degree of concurrency and is suitable to be implemented on Graphical Processing Unit (GPU). The computational throughput can be made higher than the input audio signal rate.

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