Lecturer:
Dr. Boris Escalante Ramírez
Dra. Olveres Montiel Jimena
Assistant: Ing. Rodrigo Ramos
Place: S-227
Time: Tuesday and thursday 9:00 – 11:00 AM
Objectives: The student will learn the fundamentals of digital signal processing in general, with emphasis on the specific aspects of their applications. Upon completion the student will have minimal elements to formulate and attack digital signal processing problems.
Student profile: The student should have basic knowledge in the field of
programming, desirable Matlab, as well as linear algebra, especially handling arrangements and matrices.
| Subject | Title | Lecture | Practice |
| 1 | Digital signals | cap1p.pdf Capitulo1.pdf | Practica-1DSP-1.pdf |
| 1.1 | Introduction | ||
| 1.2 | Representation in the time domain | ||
| 1.3 | Representation in the frequency domain | Convolucion_Lineal_y_Circular.pdf | |
| 1.4 | The z-transform | ||
| 2 | A/D and D/A conversion | cap2p.pdf Capitulo2.pdf | Práctica Patrones de Moire.pdf |
| 2.1 | Introduction | ||
| 2.2 | Analog to digital converter | ||
| 2.3 | A practical A/D converter | ||
| 2.4 | Digital to analog converter | ||
| 2.5 | A practical D/A converter | ||
| 3 | Linear shift-invariant discrete systems | cap3p.pdf Capitulo3.pdf | Tutorial_1.pdf Tutorial_2.pdf Tutorial_3.pdf |
| 3.1 | Elements | ||
| 3.2 | Difference equations | ||
| 3.3 | The impulse response | ||
| 3.4 | Causality | ||
| 3.5 | Stability | ||
| 3.6 | Transmission function | ||
| 3.7 | The system function | ||
| 4 | Digital Filters | Capítulo-4.pdf cap4p.pdf | Tutorial_4.pdf |
| 4.1 | Non recursive digital filters | ||
| 4.2 | Recursive digital filters | ||
| 4.3 | Finite impulse response filters | ||
| 4.4 | Infinite impulse response filters | ||
| 4.5 | Digital oscillators | ||
| 5 | Change of sampling rate | Capítulo5 cap5p Interpolación | Practica Interpolacion Artículo |
| 5.1 | Sampling rate decrease | ||
| 5.2 | Sampling rate increase | ||
| 5.3 | Interpolator | ||
| 5.4 | Change of sampling frequency by a rational fraction | ||
| 6 | Design of digital filters | Capítulo 6 cap6p | Tutorial 5 |
| 6.1 | The design procedure | ||
| 6.2 | Approximation procedure for FIR filters | ||
| 6.3 | Design procedures for IIR filters | ||
| 7 | Applications | Imágenes_híbridas.pdf | |
| 7.1 | Speech processing | ||
| 7.2 | Image processing | ||
| 8 | Digital signal processing architectures | ||
| 8.1 | Main features, brands and families | ||
| 8.2 | DSP Architectures | ||
| 8.3 | Memory architecture and addressing mode |