Digital Signal Processing - 4th year TTS


Lecture Notes in DIGITAL SIGNAL PROCESSING - C. Rusu, L. Grama, RISOPRINT, Cluj-Napoca 2009
Course Overview. Introduction to Digital Signal Processing
Discrete-Time Signals and Systems
Analysis of Discrete-Time Linear Time-Invariant Systems
Direct-Form Implementation of Discrete-Time Systems. LTIS Characterized by Difference Equations
z-Domain Analysis of LTIS. Fourier Series for Discrete-Time Periodic Signals
Fourier Transform for Discrete-Time Aperiodic Signals and Frequency Domain Characteristics of LTIS
Discrete Fourier Transform
Fast Fourier Transform
LTIS as Frequency Selective Filters. Linear-Phase FIR Filters
Design of Digital Filters
Direct Design Methods for IIR Systems. Implementation of Discrete-Time FIR Systems
Implementation of Discrete-Time IIR Systems
Digital Signal Processing Summary. Exam Example


DIGITAL SIGNAL PROCESSING -- laboratory guide - L. Grama, U.T.PRESS, Cluj-Napoca 2014
Short Introduction to MATLAB for Digital Signal Processing (Function for arithmetic mean)
Most Used Discrete-Time Signals for Digital Signal Processing (Functions for unit impulse and unit step)
Sampling and Reconstruction of Analog Signals. Correlation of Discrete-Time Signals
Discrete-Time Linear Time-Invariant Systems
z-Transform. Analysis of Linear Time-Invariant Systems in z-Domain
Laboratory 6
Test 1 - from laboratories 1, 2, 3, 4 and 5
Fourier Transform. Discrete Fourier Transform
Linear Convolution. Circular Convolution
Design of Finite Impulse Response Filters
Discrete-Time Linear Time-Invariant Systems as Frequency Selective Filters
Design of Infinite Impulse Response Filters (Function for Pade approximation)
Laboratory 12
Test 2 - from laboratories 7, 8, 9, 10 and 11
Laboratory 13
Seminar - Implementation of Discrete-Time Systems
Laboratory 14


Corneliu Rusu, Lăcrimioara Grama. Lecture Notes in Digital Signal Processing. Ed. Risoprint, 2009.

John G. Proakis, Dimitris G. Manolakis. Digital Signal Processing: Principles, Algorithms and Applications. Pearson Education, 5th ed., 2022.

Steven W. Smith. The Scientist and Engineer’s Guide to Digital Signal Processing.

Corneliu Rusu. Prelucrarea numerică a semnalelor. Ed. Risoprint, 2002.

Corneliu Rusu. Prelucrări digitale de semnale. Ed. Mediamira, 2000.

Lăcrimioara Grama. Digital signal processing: laboratory guide. Ed. U.T.Press, 2014.

Sanjit K. Mitra. Digital signal processing: A Computer-Based Approach. McGraw-Hill international edition, 4th ed., 2011.


Lăcrimioara Grama, Corneliu Rusu. Prelucrarea numerică a semnalelor - aplicații și probleme. Ed. U.T.Press, 2008.

Lăcrimioara Grama, Alin Grama, Corneliu Rusu. Filtre numerice - aplicații și probleme. Ed. U.T.Press, 2008.