S-Transform and T+S Transform of Wavelet Coefficients
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Resource Overview
Implementation of s-transform and t+s transform on wavelet coefficients, along with normalization techniques for transformed coefficients
Detailed Documentation
By applying s-transform and t+s transform to wavelet coefficients followed by normalization of the transformed coefficients, we can extract more detailed information about signal characteristics. These transformations enable enhanced time-frequency analysis through mathematical operations that modify coefficient distributions. The normalization process typically involves scaling coefficients to a standardized range using methods like min-max scaling or z-score normalization, which improves numerical stability and facilitates comparative analysis across different signal segments.
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