Time-frequency representation is a technique used to analyze signals by providing both time and frequency information simultaneously. This representation allows for the observation of how the frequency content of a signal varies over time, making it especially useful for non-stationary signals where traditional Fourier analysis falls short. By utilizing methods such as the Continuous Wavelet Transform (CWT) and scalograms, one can gain deeper insights into the dynamics of signals, leading to better interpretation and processing.
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