Fundamentals and applications for digital signal processing



Presentation
The teacher hails the group and declare:



The assitance counts from the first day.

Following, the groups list names of students is reviewed.


Subject academic introduction
Curriculum





Since this point on, everything that is mentioned is liable to asked in an exam.


Technical background

A53 - Standard; supports MPEG-2/H.262. The transmitter has three modules: source encoding module, channel encoding module and RF module:







The transmision channel, in this case the air, is modeled as follows:




The TV receptor:




In which circuits are the prototypes made?




Required student's knowledge and skills






The course

General objetive

The student will analyze several fundamental methods of digital signal processing for its application in the solution of problems in the telecommunications area. [DeptoTel;2016]
El alummno analizará métodos fundamentales del procesamiento digital de señales para su aplicación en la solución de problemas en el área de las telecomunicaciones [DeptoTel;2016]
.

Materials



Chapter 1. Space domain

Index Topic Teaching
strategy 		Assesment
instrument 		Attributes
1.1 Involvement of signal processing in a communications system Teacher's exposition
1.1 Nomenclature for identifying basic signal Teacher's exposition
1.1 Convolution in space domain
(1D and 2D) 		Teacher's exposition Project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A
1.1 Conrrelation in space domain
(1D) 		Teacher's exposition


Chapter 2. "Z" transform and digital processing of analog signals

Index Topic Teaching
strategy 		Assesment
instrument 		Attributes
2.1 Definition of Z transform and meaning Teacher's exposition
2.2 Z transform of signals and convergency region Teacher's exposition
2.3 Discrete transfer function Teacher's exposition
2.4 Design of analog filters (low pass, high pass and band pass) using software tools. Teacher's exposition
2.5 Sampling analog filters and frequency response Teacher's exposition Project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A
2.5 Optimal filtering and linear prediction Teacher's exposition Project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A


Chapter 3. Discrete Fourier Transform

Index Topic Teaching
strategy 		Assesment
instrument 		Attributes
3.1 Discrete oscillations in complex plane Teacher's exposition
3.2 Discrete Fourier Transform as the sum of oscillations and computational complexity Teacher's exposition
3.3 Algorithm of Fast Fourier Transform Teacher's exposition
3.4 Applications of FFT
  • Interpolation
  • Motion detection and quantization
Teacher's exposition project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A
3.3 Discrete Cosine Transform Teacher's exposition project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A


Chapter 4. Echolocation

Chapter 5. Artificial neural networks

Index Topic Teaching
strategy 		Assesment
instrument 		Attributes
5.1 Human nervous sytems and types of neurons: unipolar, bipolar, multipolar, and pyramidal Teacher's exposition
5.2 Neurons models Teacher's exposition
5.3 First generaton neurons Teacher's exposition
5.4 General model of neuron Teacher's exposition
5.4 Applications of artificial neurons Teacher's exposition project
  • ID111 - A
  • ID131 - A
  • ID211 - A
  • ID231 - A
  • ID311 - A
  • ID312 - A
  • ID411 - A
  • ID622 - A
  • ID631 - A


Assesment


Projects Average of all projects
Attendance 80% of class attendance to be entitle to any qualification.



Bibliography
[DeptoTel;2016] Departamento de Ingeniería en Telecomunciones Tomo II, Facultad de Ingeniería; UNAM; pg 213, Fundamentos y aplicaciones para el procesamiento digital de señales. [fecha de consulta: 6 de enero de 2025]. Disponible en https://www.ingenieria.unam.mx/programas_academicos/licenciatura/Telecomunicaciones/2023/asignaturas_telecomunicaciones_2023.pdf
[ingTel;2023] Facultad de Ingeniería, Ingeniería en Telecomunicaciones [on line]. Consulting date January 6; 2025. Available in https://www.ingenieria.unam.mx/programas_academicos/licenciatura/telecomunicaciones_plan2023.php


CHASSAING, Rulph
Digital Signal Processing and Applications with the C6713 and C6416 DSP New York
John Wiley & Sons Ltd, 2005


KEHTARNAVAZ, Nasser
Real-Time Digital Signal Processing, Based on the TMS320C6000 2nd edition
Ed. Newnes, 2005


KUO, Sen M., LEE, Bob H., TIAN, Wenshun
Real-Time Digital Signal Processing, Implementations and Applications 2nd edition
John Wiley & Sons Ltd, 2006


TRETTER, Steven A.
Comunication System Design Using DSP Algorithms with Laboratory Experiments for the TMS320C6713 DSK New York
Springer, 2008


WELCH, Thad B., WRIGHT, Cameron H., MORROW, Michael G.
Real-Time Digital Signal Processing from Matlab to C with the TMS320C6x DSPs 2nd edition
New York
CRC Press, 2012