The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook entitled Information Theory and Network Coding (Springer 2008). This book and its predecessor, A First Course in Information Theory (Kluwer 2002, essentially the first edition of the 2008 book), have been adopted by over 60 universities around the world as either a textbook or reference text.
At the completion of this course, the student should be able to:
1) Demonstrate knowledge and understanding of the fundamentals of information theory.
2) Appreciate the notion of fundamental limits in communication systems and more generally all systems.
3) Develop deeper understanding of communication systems.
4) Apply the concepts of information theory to various disciplines in information science.
Teoría de la información
ofrecido por
Universidad China de Hong Kong
Programa - Qué aprenderás en este curso
Semana
115 minutos para completar
Course Preliminaries
1 video (Total 5 minutos), 1 reading
1 video
1 lectura
Grading Scheme10m
7 minutos para completar
Chapter 1 Information Measures
2 videos (Total 7 minutos)
3 horas para completar
Chapter 2 Information Measures - Part 1
6 videos (Total 38 minutos), 1 reading, 1 quiz
6 videos
Chapter 2 - Section 2.1 B5m
Chapter 2 - Section 2.1 C4m
Chapter 2 - Section 2.218m
Chapter 2 - Section 2.33m
Assignment 1 Video Preview7s
1 lectura
Homework Assignment 1 Solution10m
Semana
23 horas para completar
Chapter 2 Information Measures - Part 2
8 videos (Total 74 minutos), 1 reading, 1 quiz
8 videos
Chapter 2 - Section 2.45m
Chapter 2 - Section 2.512m
Chapter 2 - Section 2.67m
Chapter 2 - Section 2.711m
Chapter 2 - Section 2.816m
Chapter 2 - Section 2.1019m
Assignment 2 Video Preview6s
1 lectura
Homework Assignment 2 Solution10m
Semana
33 horas para completar
Chapter 3 The I-Measure - Part 1
7 videos (Total 50 minutos), 1 reading, 1 quiz
7 videos
Chapter 3 - Section 3.18m
Chapter 3 - Section 3.3 A15m
Chapter 3 - Section 3.3 B9m
Chapter 3 - Section 3.47m
Chapter 3 - Section 3.5 A7m
Assignment 3 Video Preview6s
1 lectura
Homework Assignment 3 Solution10m
Semana
41 hora para completar
Chapter 3 The I-Measure - Part 2
4 videos (Total 39 minutos)
4 videos
Chapter 3 - Section 3.5 B12m
Chapter 3 - Section 3.6 A12m
Chapter 3 - Section 3.6 B11m
3 horas para completar
Chapter 4 Zero-Error Data Compression - Part 1
3 videos (Total 34 minutos), 1 reading, 1 quiz
1 lectura
Homework Assignment 4 Solution10m
Semana
51 hora para completar
Chapter 4 Zero-Error Data Compression - Part 2
4 videos (Total 52 minutos)
4 videos
Chapter 4 - Section 4.2 B16m
Chapter 4 - Section 4.2 C9m
Chapter 4 - Section 4.324m
3 horas para completar
Chapter 5 Weak Typicality
3 videos (Total 30 minutos), 1 reading, 1 quiz
1 lectura
Homework Assignment 5 Solution10m
Semana
63 horas para completar
Chapter 6 Strong Typicality
8 videos (Total 70 minutos), 1 reading, 1 quiz
8 videos
Chapter 6 - Section 6.1 A4m
Chapter 6 - Section 6.1 B17m
Chapter 6 - Section 6.29m
Chapter 6 - Section 6.3 A13m
Chapter 6 - Section 6.3 B18m
Chapter 6 - Section 6.45m
Assignment 6 Video Preview5s
1 lectura
Homework Assignment 6 Solution10m
Semana
73 horas para completar
Chapter 7 Discrete Memoryless Channels - Part 1
7 videos (Total 71 minutos), 1 reading, 1 quiz
7 videos
Chapter 7 - Section 7.1 A14m
Chapter 7 - Section 7.1 B18m
Chapter 7 - Section 7.28m
Chapter 7 - Section 7.3 A13m
Chapter 7 - Section 7.3 B13m
Assignment 7 Video Preview5s
1 lectura
Homework Assignment 7 Solution10m
Semana
83 horas para completar
Chapter 7 Discrete Memoryless Channels - Part 2
7 videos (Total 55 minutos), 1 reading, 1 quiz
7 videos
Chapter 7 - Section 7.4 A13m
Chapter 7 - Section 7.4 B16m
Chapter 7 - Section 7.54m
Chapter 7 - Section 7.613m
Chapter 7 - Section 7.75m
Assignment 8 Video Preview5s
1 lectura
Homework Assignment 8 Solution10m
Semana
93 horas para completar
Chapter 8 Rate-Distortion Theory - Part 1
7 videos (Total 62 minutos), 1 reading, 1 quiz
7 videos
Chapter 8 - Section 8.113m
Chapter 8 - Section 8.29m
Chapter 8 - Section 8.3 A9m
Chapter 8 - Section 8.3 B19m
Chapter 8 - Section 8.49m
Assignment 9 Video Preview5s
1 lectura
Homework Assignment 9 Solution10m
Semana
1028 minutos para completar
Chapter 8 Rate-Distortion Theory - Part 2
3 videos (Total 28 minutos)
3 horas para completar
Chapter 9 The Blahut-Arimoto Algorithms - Part 1
4 videos (Total 34 minutos), 1 reading, 1 quiz
4 videos
Chapter 9 - Section 9.2 A12m
Chapter 9 - Section 9.2 B11m
Assignment 10 Video Preview5s
1 lectura
Homework Assignment 10 Solution10m
Semana
1128 minutos para completar
Chapter 9 The Blahut-Arimoto Algorithms - Part 2
3 videos (Total 28 minutos)
3 horas para completar
Chapter 10 Differential Entropy - Part 1
3 videos (Total 31 minutos), 1 reading, 1 quiz
1 lectura
Homework Assignment 11 Solution10m
Semana
123 horas para completar
Chapter 10 Differential Entropy - Part 2
8 videos (Total 69 minutos), 1 reading, 1 quiz
8 videos
Chapter 10 - Section 10.215m
Chapter 10 - Section 10.3 A14m
Chapter 10 - Section 10.3 B7m
Chapter 10 - Section 10.43m
Chapter 10 - Section 10.51m
Chapter 10 - Section 10.624m
Assignment 12 Video Preview5s
1 lectura
Homework Assignment 12 Solution10m
Semana
133 horas para completar
Chapter 11 Continuous-Valued Channels - Part 1
6 videos (Total 46 minutos), 1 reading, 1 quiz
6 videos
Chapter 11 - Section 11.115m
Chapter 11 - Section 11.24m
Chapter 11 - Section 11.3 A18m
Chapter 11 - Section 11.3 B7m
Assignment 13 Video Preview5s
1 lectura
Homework Assignment 13 Solution10m
Semana
143 horas para completar
Chapter 11 Continuous-Valued Channels - Part 2
5 videos (Total 42 minutos), 1 reading, 1 quiz
5 videos
Chapter 11 - Section 11.413m
Chapter 11 - Section 11.516m
Chapter 11 - Section 11.610m
Assignment 14 Video Preview2s
1 lectura
Homework Assignment 14 Solution10m
Semana
153 horas para completar
Chapter 11 Continuous-Valued Channels - Part 3
6 videos (Total 60 minutos), 1 reading, 1 quiz
6 videos
Chapter 11 - Section 11.7 A18m
Chapter 11 - Section 11.7 B13m
Chapter 11 - Section 11.811m
Chapter 11 - Section 11.915m
Assignment 15 Video Preview3s
1 lectura
Homework Assignment 15 Solution10m
Instructor
Prof. Raymond W. Yeung
Choh-Ming Li Professor of Information Engineering, and Co-Director, Institute of Network CodingAcerca de Universidad China de Hong Kong
Founded in 1963, The Chinese University of Hong Kong (CUHK) is a forward looking comprehensive research university with a global vision and a mission to combine tradition with modernity, and to bring together China and the West. CUHK teachers and students hail from all corners of the world. CUHK graduates are connected worldwide through an expansive alumni network.
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