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为基于DP-LDPC代码的JSCC系统设计和优化链接矩阵
Yijie Lv1, Shaohua Hong1, Lin Wang1
1Department of Information and Communication Engineering, Xiamen University, Xiamen 361005, China.
Entropy (Basel, Switzerland)
|August 26, 2023
概括
本研究介绍了一种有效的方法,用于优化联合源-通道编码 (JSCC) 系统中的链接矩阵. 新方法提高了系统性能,并降低了计算复杂性.
科学领域:
- 信息理论 信息理论
- 编码理论编码理论
- 数字通信数字通信
背景情况:
- 联合源通道编码 (JSCC) 系统需要有效优化链接矩阵以提高性能.
- 在JSCC系统中优化链接矩阵的现有方法有局限性.
研究的目的:
- 提出一个有效的方案来设计和优化JSCC系统中的链接矩阵.
- 通过优化链接矩阵来提高JSCC系统的性能.
主要方法:
- 利用联合原形外观信息传输 (JPEIT) 算法来分析JSCC系统性能和计算解码值.
- 开发了一个包含结构约束的方案,用于设计和优化多边缘连接矩阵.
主要成果:
- 拟议的方案有效地设计和优化JSCC系统的多边缘连接矩阵.
- 实验结果显示,JSCC系统在优化的链接矩阵下显著提高了性能.
- 该方案减少了优化解决方案空间的复杂性.
结论:
- 开发的方案提供了一个有效的方法来优化JSCC系统中的链接矩阵.
- 这种优化可以提高系统性能,降低计算复杂度.
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