Materias
Digital Signal Processing
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.
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.
Lecturer
Dr. Boris Escalante RamírezDra. Olveres Montiel Jimena
Assistant: Ing. Rodrigo Ramos
Proposed grading
- Homework
- Presentations
- Practices
- Exams
- Final project
Proposed kit
- Raspberry pi zero w (Amazon)
- Camera module v1 (MercadoLibre, AliExpress)
- Primeros pasos con Raspberry Pi y Matlab
Calendar
| Subject | Title | Lecture | Practice |
|---|---|---|---|
| 1 | Digital signals | Capítulo1.pdf Cap1.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 | Capítulo2.pdf Cap2.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 | Capítulo3.pdf Cap3.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 | Capítulo4.pdf Cap4.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.pdf Cap5.pdf Interpolación |
Práctica Interpolación
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 | Capítulo6.pdf Cap6.pdf |
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 |