Abstract
Wavelet transform is a mathematical tool that converts a signal into a different form. This conversion has the goal to reveal the characteristics or “features” hidden within the original signal and represent the original signal more succinctly. A base wavelet is needed in order to realize the wavelet transform. The wavelet is a small wave that has an oscillating wavelike characteristic and has its energy concentrated in time. Figure 3.1 illustrates a wave (sinusoidal) and a wavelet (Daubechies 4 wavelet) (Daubechies 1992).
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Gao, R.X., Yan, R. (2011). Continuous Wavelet Transform. In: Wavelets. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-1545-0_3
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DOI: https://doi.org/10.1007/978-1-4419-1545-0_3
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