Topics covered by the course include: classification of signals and systems; models of signals, signal spaces; representation of signals by sets of orthogonal functions: complex exponentials, Walsh, Haar, Laguerre functions, wavelets; short-time Fourier, Hilbert transforms; transformations of narrowband signals by bandpass systems; optimum filtering, matched filters; nonlinear dynamical systems.