不平衡对噪声通道信息可恢复性的影响
Qian Zeng1, Ran Li2, Jin Wang3,4
1State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Changchun 130022, China.
Entropy (Basel, Switzerland)
|December 23, 2023
概括
非平衡条件在杂的频道中增强信息恢复. 增加的产生,信息消散的度量,提高了消息的可恢复性和信息传输质量.
科学领域:
- 信息理论是信息理论.
- 统计物理学的统计物理.
- 非平衡的热力学.
背景情况:
- 了解噪音道中的信息流动至关重要.
- 非平衡动态可以显著改变信息处理.
- 之前的研究已经探讨了信息传输,但在非平衡条件下的可回收性却不那么多.
研究的目的:
- 调查非平衡条件对信息传输和恢复的影响.
- 建立信息可恢复性和非平衡行为之间的联系.
- 量化生产在信息传输中的作用.
主要方法:
- 从信息源中测量消息的可恢复性.
- 分析连续的信息传输动态.
- 确定信息可恢复性和产生之间的数学等价性.
- 提出和测试一个简单的模型.
主要成果:
- 信息可恢复性与非平衡信息流直接相关.
- 的产生在数学上相当于信息的可恢复性.
- 随着非平衡强度的增加,产量和相互信息都会增加.
- 非平衡消散成本提高了消息的可恢复性.
结论:
- 非平衡条件可以提高信息传输的质量.
- 的产生是信息可恢复性的关键指标.
- 信息动态中的分散过程对于强大的信息恢复至关重要.
关键词:
的生产产生.信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息传输信息这是相互信息的互惠.没有平衡的平衡.可以恢复的可回收性.相关概念视频
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