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Basics of Signals and Systems Gloria Menegaz AA 2013-2014 Gloria Menegaz 1 Didactic materia l • Textbook – Signal Processing and Linear Systems, B.P. Lathi, CRC Press • Other books – Signals and Systems, Richard Baraniuk’s lecture notes, available on line – Digital Signal Processing (4th Edition) (Hardcover), John G. Proakis, Dimitris K Manolakis – Teoria dei segnali analogici, M. Luise, G.M. Vitetta, A.A. D’Amico, McGraw-Hill – Signal processing and linear systems, Schaun's outline of digital signal processing • All textbooks are available at the library • Handwritten notes will be available on demand Gloria Menegaz 2 Signals&Systems Input signal Output signal System amplitude Linear time invariant |amplitude| systems (LTIS) time frequency LTIS perform any kind of processing on the input data to generate output data Gloria Menegaz 3 Contents Signals Systems • Signal classification and • Linear Time-Invariant Systems representation – Time and frequency domain analysis – Types of signals – Impulse response – Sampling theory – Stability criteria – Quantization • Digital filters • Signal analysis – Finite Impulse Response (FIR) – Fourier Transform • Mathematical tools § Continuous time, Fourier series, – Laplace Transform Discrete Time Fourier Transforms, Windowed FT § Basics – Spectral Analysis – Z-Transform § Basics Applications in the domain of Bioinformatics Gloria Menegaz 4
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