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Comparison of STFT and Wavelet Transform inTime-frequency Analysis
University of Gävle, Faculty of Engineering and Sustainable Development, Department of Electronics, Mathematics and Natural Sciences.
2015 (English)Independent thesis Basic level (degree of Bachelor), 180 HE creditsStudent thesis
Abstract [en]

The wavelet transform technique has been frequently used in time-frequency analysis as a relatively new concept. Compared to the traditional technique Short-time Fourier Transform (STFT), which is theoretically based on the Fourier transform, the wavelet transform has its advantage on better locality in time and frequency domain, but not significant as the solutions in spectrum. Wavelet transform has dynamic ‘window functions’ to represent time-frequency positions of raw signals, and can get better resolutions in time-frequency analysis. In this report, we shall first briefly introduce fuzzy sets and related concepts. And then we will evaluate their similarities and differences by not only the theoretic comparisons between STFT and wavelet transform, but also the process of the de-nosing to a noisy recorded signal. 

Place, publisher, year, edition, pages
2015. , 30 p.
Keyword [en]
short time Fourier transform, wavelet transform
National Category
Signal Processing
URN: urn:nbn:se:hig:diva-19072OAI: diva2:793176
Subject / course
Educational program
Electronics – bachelor’s programme (in eng)
2015-01-29, 11:320, Högskolan i Gävle, Gävle, 13:00 (English)
Available from: 2015-03-16 Created: 2015-03-06 Last updated: 2015-03-16Bibliographically approved

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Sun, Pu
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