NCHU Course Outline

Course Name	(中) 隨機程序(6897)
	(Eng.) Random Processes
Offering Dept	Department of Electrical Engineering
Course Type	Elective	Credits	3	Teacher	WEN,CHIH-YU
Department	Department of Electrical Engineering/Graduate	Language	English	Semester	2025-FALL
Course Description	The course presents the fundamentals of probability theory and random processes, focusing on fundamental analytical techniques for modeling, analyzing, and processing electrical signals and computer data in the presence of noise and randomness with applications to communications, signal and image processing, and data compression. Prerequisite : Probability, linear algebra, and an introductory signal processing course.
Prerequisites				self-directed learning in the course	Y

Relevance of Course Objectives and Core Learning Outcomes(%)			Teaching and Assessment Methods for Course Objectives
Course Objectives	Competency Indicators	Ratio(%)	Teaching Methods	Assessment Methods
To provide the fundamentals of random processes and a grasp of the most recent developments in research.	1. 2. 3. 7.	30 30 30 10	Exercises Discussion Lecturing	Written Presentation Oral Presentation Assignment Quiz
Course Content and Homework/Schedule/Tests Schedule
Week Course Content Week 1 Basic Concepts of Probability Theory Week 2 Discrete Random Variables Week 3 One Random Variable Week 4 Vector Random Variables Week 5 Sums of Random Variables and Long-Term Averages Week 6 Mid-Term (I) Week 7 Random Processes 1 Week 8 Random Processes 2 Week 9 Analysis and Processing of Random Signals 1 Week 10 Analysis and Processing of Random Signals 2 Week 11 Mid-Term (II) Week 12 Markov Chains 1 Week 13 Markov Chains 2 Week 14 In-Class Paper Presentation Week 15 In-Class Paper Presentation Week 16 In-Class Paper Presentation self-directed learning    02.Viewing multimedia materials related to industry and academia.    03.Preparing presentations or reports related to industry and academia.
Evaluation
Homework Sets, 25%; Mid-Term (I), 30%; Mid-Term (II), 30%; Paper Presentations, 15%.
Textbook & other References
Textbook ********************************** • Probability, Statistics, and Random Processes for Electrical Engineering • Alberto Leon-Garcia • Pearson Prentice Hall, 3rd ed., 2008 • ISBN number: 0131471228 References: ********************************** Random Processes in Linear Systems • Michael B. Pursley • Prentice Hall, 2002 • ISBN number: 0-13-067391-9 Random Processes for Engineers • Bruce Hajek • Cambridge University Press, 2015 • ISBN number: 1107100127 Basic Undergraduate Probability: • A First Course in Probability • Sheldon Ross • Prentice Hall, 8th ed., 2009 • ISBN number: 978-0136033134
Teaching Aids & Teacher's Website
NCHU iLearning
Office Hours
TBD
Sustainable Development Goals, SDGs(Link URL)
02.Viewing multimedia materials related to industry and academia.    03.Preparing presentations or reports related to industry and academia.    09.Industry, Innovation and Infrastructure include experience courses：N

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Update Date, year/month/day：2025/06/25 12:35:56	Printed Date, year/month/day：2025 / 7 / 09
The second-hand book website：http://www.myub.com.tw/