Fourier analysis is a mathematical method used to decompose functions or signals into their constituent frequencies, allowing for the analysis of complex waveforms. This technique is crucial in understanding how signals can be represented and manipulated in both the time and frequency domains, making it a powerful tool in various applications like signal processing and systems analysis.