Advanced Signal Processing
Leakage refers to the phenomenon where a signal's energy spreads into adjacent frequency bins during the Fourier transform process, particularly in the context of short-time Fourier transform (STFT). This effect can cause distortion in the frequency representation of a signal, leading to inaccurate analysis of its spectral content. Understanding leakage is crucial when dealing with finite-duration signals and selecting window functions to minimize its impact.
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