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纠错码实验室Error-Correcting Codes Laboratory |
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| 课程网址: | https://ocw.mit.edu/courses/18-413-error-correcting-codes-laborat... |
| 主讲教师: | Prof. Daniel Spielman |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2004-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course introduces students to iterative decoding algorithms and the codes to which they are applied, including Turbo Codes, Low-Density Parity-Check Codes, and Serially-Concatenated Codes. The course will begin with an introduction to the fundamental problems of Coding Theory and their mathematical formulations. This will be followed by a study of Belief Propagation–the probabilistic heuristic which underlies iterative decoding algorithms. Belief Propagation will then be applied to the decoding of Turbo, LDPC, and Serially-Concatenated codes. The technical portion of the course will conclude with a study of tools for explaining and predicting the behavior of iterative decoding algorithms, including EXIT charts and Density Evolution. |
| 关 键 词: | 迭代解码算法; 基本问题; 数学公式 |
| 课程来源: | 麻省理工学院公开课 |
| 数据采集: | 2024-06-25：chenjy |
| 最后编审: | 2024-06-25：chenjy |
| 阅读次数: | 20 |