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TE4002

Procesos estocásticos y aleatorios Stochastic and Random Processes

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CIP: 141001 Ingeniería Eléctrica/Electrónica y Comunicaciones

CL-L-U-CA-UDC: 3-0-12-3-3.5

Disciplina asociada:

Tecnologías Electrónicas

Escuela:

Ingeniería y Ciencias

Departamento Académico:

Mecatrónica

Programas académicos:

Requisitos:

No tiene.

Equivalencia:

E 99229

Intención del curso en el contexto general del plan de estudios:

Curso básico que proporciona herramientas matemáticas necesarias para el desarrollo de la ingeniería de electrónica y telecomunicaciones. Este curso requiere conocimientos previos de probabilidad y estadística, así como de señales y sistemas. Como producto de aprendizaje de este curso se espera que los estudiantes caractericen a través de procesos estocásticos y aleatorios señales y sistemas de comunicaciones, así como procesos involucrados en los mismos como filtrado.

Objetivo general de la Unidad de Formación:

Al finalizar el curso el alumno será capaz de:

- Aplicar los conocimientos teóricos fundamentales y las habilidades necesarias para estudiar a las señales y sistemas a través de procesos aleatorios y estocásticos.

- Describir las densidades espectrales de señales y los efectos del filtrado de las mismas.

- Aplicar la teoría de procesos aleatorios, para caracterizar aspectos de tráfico, confiabilidad, y disponibilidad en redes de comunicaciones, estudiando y definiendo los conceptos de calidad de servicio.

- Caracterizar ruido en los canales de comunicaciones.

- Describir con procesos estocásticos y aleatorios aspectos fundamentales de señales y sistemas de telecomunicaciones para que puedan ser comparados y evaluados.

Técnica didáctica sugerida:

No especificado

Bibliografía sugerida:

LIBROS DE TEXTO:
* R. Yates & D. Goodman, Probability and Stochastic Processes: A Friendly Introduction for Electrical and Computer engineers, John Wiley & Sons, Inc., 2014,
* Davenport, Wilbur B., An introduction to the theory of random signals and noise, New York : New York: IEEE Press, 1987, eng, 0879422351
* Davenport, Wilbur B., Probability and random processes; an introduction for applied scientists and engineers, New York : New York: McGraw-Hill, 1987, eng, 0070154406

LIBROS DE CONSULTA:
* C¸inlar, E. (Erhan), Introduction to stochastic processes, New Jersey : Englewood Cliffs, N. J.: Prentice-Hall, 1975, eng, 0134980891
* Ross, Sheldon M., Stochastic processes, 2nd. Edition, New York: Wiley, 1996, 0471120626 (cloth : alk. paper)
* Leon-Garcia, Alberto, Probability, statistics, and random processes for electrical engineering, 3rd. Edition, New Jersey : Upper Saddle River, N. J.: Pearson/Prentice Hall, 2008, eng, 0131471228 (papel alcalino), 9780131471221 (papel alcalino)
* Hoel, Paul Hard, Introduction to stochastic processes, 1era. Edición, Illinois : Illinois: Waveland Press, 1987, eng, 0881332674, 9780881332674
* Stark, Henry, Probability and random processes with applications to signal processing, 3rd. Edition, New Jersey : Upper Saddle River, N. J.: Prentice Hall, 2002, eng, 0130200719
* Papoulis, Athanasios, Probability, random variables, and stochastic processes, 4th. Edition, Massachusetts : Boston: McGraw-Hill, 2002, eng, 0071122567, 0073660116

Perfil del Profesor:

(141001)Doctorado en Ingeniería Eléctrica/Electrónica y Comunicaciones
CIP: 141001

Experiencia recomendada:

Experiencia docente y/o de investigación en fenómenos estocásticos y modelado en sistemas de comunicaciones.

Idioma en que se imparte la materia:

Español

CIP: 141001 Electrical, Electronics and Communications Engineering.

CL-L-U-CA-UDC: 3-0-12-3-3.5

Discipline:

Electronic Technologies

School:

Engineering and Sciences

Academic Department:

Mechatronics

Programs:

Prerequisites:

None.

Equivalences:

E 99229

Course intention within the general study plan context:

This basic course provides the mathematical tools needed to develop electronic and telecommunications engineering. Prior knowledge of probability and statistics and signals and systems is required. Learning outcome: the student will characterize through stochastic processes and random communication signals and systems, as well as processes involved in the same as a filter.

Course objective:

At the end of the course the student will be able to:

- Apply basic theoretical knowledge and necessary study skills to the study of signals and systems through random and stochastic processes;

- Describe the spectral densities of signals and the effects of the filtering of these;

- Apply random process theory to characterize aspects of traffic, reliability and availability in communication networks, studying and defining service quality concepts;

- Characterize noise in communication channels;

- Describe with stochastic and random processes fundamental aspects of signals and telecommunications systems so they can be compared and evaluated.

Teaching and learning tecniques:

Not Specified

Suggested Bibliography:

TEXT BOOKS:
* R. Yates & D. Goodman, Probability and Stochastic Processes: A Friendly Introduction for Electrical and Computer engineers, John Wiley & Sons, Inc., 2014,
* Davenport, Wilbur B., An introduction to the theory of random signals and noise, New York : New York: IEEE Press, 1987, eng, 0879422351
* Davenport, Wilbur B., Probability and random processes; an introduction for applied scientists and engineers, New York : New York: McGraw-Hill, 1987, eng, 0070154406

BOOKS FOR CONSULTATION:
* C¸inlar, E. (Erhan), Introduction to stochastic processes, New Jersey : Englewood Cliffs, N. J.: Prentice-Hall, 1975, eng, 0134980891
* Ross, Sheldon M., Stochastic processes, 2nd. Edition, New York: Wiley, 1996, 0471120626 (cloth : alk. paper)
* Leon-Garcia, Alberto, Probability, statistics, and random processes for electrical engineering, 3rd. Edition, New Jersey : Upper Saddle River, N. J.: Pearson/Prentice Hall, 2008, eng, 0131471228 (papel alcalino), 9780131471221 (papel alcalino)
* Hoel, Paul Hard, Introduction to stochastic processes, 1era. Edición, Illinois : Illinois: Waveland Press, 1987, eng, 0881332674, 9780881332674
* Stark, Henry, Probability and random processes with applications to signal processing, 3rd. Edition, New Jersey : Upper Saddle River, N. J.: Prentice Hall, 2002, eng, 0130200719
* Papoulis, Athanasios, Probability, random variables, and stochastic processes, 4th. Edition, Massachusetts : Boston: McGraw-Hill, 2002, eng, 0071122567, 0073660116

Academic credentials required to teach the course:

(141001)Doctoral Degree in Electrical Engineering/ Electronics and Communications
CIP: 141001

Language of Instruction:

Spanish

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