噪音(视频)
振幅
高斯噪声
传输(电信)
孤子
非线性系统
特征向量
高斯分布
统计物理学
频域
物理
计算机科学
数学
声学
电信
电子工程
算法
光学
数学分析
量子力学
工程类
人工智能
图像(数学)
作者
Qun Zhang,Terence Chan
出处
期刊:Cornell University - arXiv
日期:2017-02-21
摘要
Existing works on building a soliton transmission system only encode information using the imaginary part of the eigenvalue, which fails to make full use of the signal degree-of-freedoms. Motivated by this observation, we make the first step of encoding information using (discrete) spectral amplitudes by proposing analytical noise models for the spectral amplitudes of $N$-solitons ($N\geq 1$). To our best knowledge, this is the first work in building an analytical noise model for spectral amplitudes, which leads to many interesting information theoretic questions, such as channel capacity analysis, and has a potential of increasing the transmission rate. The noise statistics of the spectral amplitude of a soliton are also obtained without the Gaussian approximation.
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