The complex frequency domain is a mathematical framework used to analyze systems and signals in terms of their frequency components, represented as complex numbers. It extends the traditional frequency domain by incorporating both magnitude and phase information, enabling the analysis of system stability and transient behavior through tools like the Laplace and Fourier transforms.