Previous knowledge on multiple variable analysis, elementary probability.
Students are expected to acquire and develop the following habilities:
1. Basic general knowledge on the subject.
2. Capacity to analyse specific problems and synthesise acquired knowledge.
3. Specific problem solving.
4. Team work.
5. Capacity to apply knowledge on practical situation.
6. Capacity to learn and broaden knowledge.
7. Ability to work autonomously.
1. Elementary Probability
2. One-dimensional random variables
3. N-dimensional random variables
4. Central limit theorem, regression and correlation
6. Introduction to random processes
The basic teaching method is through traditonal classroom lessons where the theoretical fundamentals are developed and a few examples given.
A problem collection, including solved and unsolved exercises, is available to complete the class material. Many examples and problems are presented as real problems in electrical engineering. In this way, students face real situations and learn how to link the theoretical fundamentals to specific problems fulfilling so objective 7.
A homework problem, consisting in one real electrical engineering problem, is assigned. This problem is to be solved by applying the theoretical fundamentals given in class, as well as some recommended self study topics. Homework can be done in group (fulfilling objectives 4, 5 and 6) though an individual paper with limited extension must be presented for the exam.
Tutorial session, on homework, subject study or carreer, are offered.
Evaluation methods are the following:
A. Exams
C. Quizzes
D. Homework
J. Classroom participation
Each exam contains
A. A theory question (2 points)
B. A question on the homework problem (2 points)
C. An 8 question quizz with 4 possible answers (4 points)
D. A problem, posed as a real electrical engineering problem (2 points)
Class participation is used to upper round students marks.
-Objective 1 is evaluated using all four methods, [A,C,D,J].
-Objective 2 is evaluated through the answer form of the theory question and the homework paper [A,D].
-Objective 3 is evaluated throught the exam problem and the homework results [A,D].
A.León-García, Probability and random processes for electrical engineering, Addison-Wesley (1994).
A. C.W.Therrien, M.Tummala, Probability for Electrical and Computer Engineers, CRC Press (2004).
B. A.Papoulis, Probability, random variables and stochastic processes, McGraw-Hill (1991).
C. B.Gnedenko, The theory of probability, Mir (1988)