高等編碼理論
Advanced Coding Theory
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 高等編碼理論 EDB07 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
This course covers several advanced topics in the field of error-correcting codes, including turbo codes, LDPC codes, polar codes, and coded modulation. The objectives of this course are to enable students: • To develop a solid understanding of modern channel coding concepts; • To gain the ability to implement these coding schemes in computer-based simulations; • To understand the fundamental design principles and analytical tools used for constructing and evaluating such codes.
Linear algebra Probability theory Communication theory
Course materials will be provided on the E3 system.
Homework：20% Midterm：25% Final：25% Projects：30%
| 週次 | 主題 |
|---|---|
| 第 1 週 | Coding and capacity |
| 第 2 週 | Coding and capacity |
| 第 3 週 | Low density parity-check (LDPC) codes |
| 第 4 週 | Low density parity-check (LDPC) codes |
| 第 5 週 | Convolutional codes and BCJR algorithm |
| 第 6 週 | (Day-off) |
| 第 7 週 | Turbo codes |
| 第 8 週 | Midterm Exam |
| 第 9 週 | Ensemble enumerators for turbo and LDPC codes |
| 第 10 週 | Ensemble decoding thresholds for turbo and LDPC codes |
| 第 11 週 | Polar codes |
| 第 12 週 | Polar codes |
| 第 13 週 | Polar codes |
| 第 14 週 | Coded modulation |
| 第 15 週 | Coded modulation |
| 第 16 週 | Final Exam |
W. E. Ryan and S. Lin, Channel Codes: Classical and Modern, Cambridge 2009 NY. 978-0521848688. S. Lin and D. J. Costello, Jr., Error Control Coding, 2nd ed., Prentice-Hall 2004 Upper Saddle River, NJ. 978-0130426727
- 地點
- ED907
- 時間
- Tue. 10-12 am; Thu. 10-12am
- 聯絡方式
- ymchen@nycu.edu.tw