Frequency domain analysis is a method used to study and interpret signals and systems in terms of their frequency components rather than their time-dependent behavior. This approach allows engineers to visualize and manipulate signals more easily, especially when dealing with linear systems, as it converts differential equations into algebraic equations using techniques like the Fourier Transform. It reveals important features of the system, such as resonance and bandwidth, which are crucial for understanding complex behavior in circuits and control systems.