图 书 馆
6.451数字通信原理II6.451 Principles of Digital Communication II |
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| 课程网址: | http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc... |
| 主讲教师: | Prof. David Forney |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2005-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course is the second of a two-term sequence with 6.450. The focus is 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. |
| 关 键 词: | 编码技术; 性能分析; 编码增益; 软判决译码; 二元线性分组码 |
| 课程来源: | 麻省理工学院公开课 |
| 最后编审: | 2024-06-02：chenjy |
| 阅读次数: | 36 |