论噪声复制信道与马尔可夫源
高能物理 - 实验
2024-10-22 v3
摘要
具有噪声复制的信道最近被用于建模纳米孔测序仪。本文将一些基础信息论结果推广到这一新情景。我们证明了基于 ergodic 马尔可夫过程的噪声复制过程满足渐近等分原则（AEP）。这一结果表明，噪声复制信道对于ergodic马尔可夫源是信息稳定的，因此受马尔可夫约束的信道容量即为马尔可夫约束的香农容量。我们利用AEP使用蒙特卡罗模拟估计二进制对称信道中伯利利和几何复制的容量下界。此外，我们将噪声复制过程的AEP与隐藏半马尔可夫过程的AEP相关联。
引用
@article{arxiv.2405.05554,
title = {Reactor neutrino liquid xenon coherent elastic scattering experiment},
author = {Chang Cai and Guocai Chen and Jiangyu Chen and Rundong Fang and Fei Gao and Xiaoran Guo and Jiheng Guo and Tingyi He and Chengjie Jia and Gaojun Jin and Yipin Jing and Gaojun Ju and Yang Lei and Jiayi Li and Kaihang Li and Meng Li and Minhua Li and Shengchao Li and Siyin Li and Tao Li and Qing Lin and Jiajun Liu and Minghao Liu and Sheng Lv and Guang Luo and Jian Ma and Chuanping Shen and Mingzhuo Song and Lijun Tong and Xiaoyu Wang and Wei Wang and Xiaoping Wang and Zihu Wang and Yuehuan Wei and Liming Weng and Xiang Xiao and Lingfeng Xie and Dacheng Xu and Jijun Yang and Litao Yang and Long Yang and Jingqiang Ye and Jiachen Yu and Qian Yue and Yuyong Yue and Bingwei Zhang and Shuhao Zhang and Yifei Zhao and Chenhui Zhu},
journal= {arXiv preprint arXiv:2405.05554},
year = {2024}
}