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Principles of Digital Communication ( EE501)
数字通信 视频课程 ( MIT )
(25课时  ¥88)
Instructor: Prof. David Forney

        Principles of Digital Communication 是麻省理工大学高年级本科生课程,共25讲,每讲80分钟左右。课程视频全为.rm格式,同时有与视频课程内容配套的课程讲义;有了课程讲义让您的学习更有效,在潜移默化中提高专业知识和英语能力。
        麻省理工学院(MIT)作为世界一流大学,有着世界顶级的大师,所设课程也都是精品中的精品,紧跟最新科技的进展。本站推出的美国一流大学精品视频课程套装,让您足不出户就能一睹世界一流大学大师教学的风采;聆听大师的声音、拓展国际化的视野、与国际水平看齐、实现自我价值的提升。

 

 

Course Description:

        This course is focused on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis, and design principles. After a review of 6.450 and the Shannon limit for AWGN channels, the course begins by discussing small signal constellations, performance analysis and coding gain, and hard-decision and soft-decision decoding. It continues with binary linear block codes, Reed-Muller codes, finite fields, Reed-Solomon and BCH codes, binary linear convolutional codes, and the Viterbi algorithm.
More advanced topics include trellis representations of binary linear block codes and trellis-based decoding; codes on graphs; the sum-product and min-sum algorithms; the BCJR algorithm; turbo codes, LDPC codes and RA codes; and performance of LDPC codes with iterative decoding. Finally, the course addresses coding for the bandwidth-limited regime, including lattice codes, trellis-coded modulation, multilevel coding and shaping. If time permits, it covers equalization of linear Gaussian channels.
 

Textbooks:

        Proakis, J. G. Digital Communications. 4th ed. Boston, MA: McGraw-Hill, 2001.
 

Course Schedule

Lec #

CHAPTERS

Topics

1

1-3

Introduction
Sampling Theorem and Orthonormal PAM/QAM
Capacity of AWGN Channels

2

4

Performance of Small Signal Constellations

3-4

5

Hard-decision and Soft-decision Decoding

5-6

6

Introduction to Binary Block Codes

7-9

7

Introduction to Finite Fields

10-12

8

Reed-Solomon Codes

13-14

9

Introduction to Convolutional Codes

15-16

10

Trellis Representations of Binary Linear Block Codes

17-18

11

Codes on Graphs

19

12

The Sum-Product Algorithm

20-21

13

Turbo, LDPC, and RA Codes

22-23

14

Lattice and Trellis Codes

 

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