Time-frequency representation is a technique used to analyze signals that vary over time, allowing us to visualize both the frequency content and how it changes with respect to time. This approach is crucial for understanding non-stationary signals, as traditional methods often fail to capture these dynamic characteristics. By breaking down a signal into its time and frequency components simultaneously, it provides insight into phenomena like transient events, modulated signals, and varying frequency components.
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