相关实验视频
Updated: Jun 6, 2025

07:45
Quasi-light Storage for Optical Data Packets
Published on: February 6, 2014
10.8K
针对400 Gbps光网络的高级调制格式和基于人工智能的格式识别
Zhou He1,2, Hao Huang3, Fanjian Hu4
1Hubei Key Laboratory of Digital Finance Innovation, Hubei University of Economics, Wuhan 430205, China.
Sensors (Basel, Switzerland)
|November 27, 2024
概括
本研究介绍了一种使用Apol-CRZ-FSK调制的新型非连贯光网络解决方案,用于集成通信和传感. 它在非线性效应方面表现出卓越的性能,在调制格式识别方面具有高准确性.
科学领域:
- 光学网络的建立是因为光学网络.
- 综合通信和传感 (ICAS) 系统
- 信号处理 信号处理
背景情况:
- 光学网络正在向智能系统的通信和传感 (ICAS) 集成方向发展.
- 通信和传感信号的共光纤传输会导致非线性干扰,增加比特错误率 (BER).
研究的目的:
- 为支持ICAS的4 × 100 GbpsDWDM光学网络提出和评估一个不连贯的解决方案.
- 为了提高信号传输性能,并实现可靠的信号传感和识别.
主要方法:
- 使用替代极化声回归至零频率转移键 (Apol-CRZ-FSK) 调制格式.
- 使用Inception-ResNet-v2卷积神经网络进行调制格式识别.
主要成果:
- 与CRZ-FSK和DQPSK相比,Apol-CRZ-FSK溶液对非线性影响具有更高的抗性.
- 在七种深度学习方法中,Inception-ResNet-v2模型在识别三个调制格式方面取得了最高的性能.
结论:
- 拟议的Apol-CRZ-FSK调制为ICAS光学网络提供了低成本,高性能的解决方案.
- 该研究提供了一种有效的信号识别方法,用于未来的高速光学网络.
相关概念视频
Aliasing
119
Accurate signal sampling and reconstruction are crucial in various signal-processing applications. A time-domain signal's spectrum can be revealed using its Fourier transform. When this signal is sampled at a specific frequency, it results in multiple scaled replicas of the original spectrum in the frequency domain. The spacing of these replicas is determined by the sampling frequency.
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
119
IR Frequency Region: X–H Stretching
914
In IR spectroscopy, signals produced by the X−H bonds (such as C−H, O−H, or N−H) can be observed in the frequency range of 2700–4000 cm–1. The C−H stretching vibration forms sharp bands in the region 2850–3000 cm–1. The presence of the O−H stretching vibration leads to the forming of an absorption band in the frequency range 3650–3200 cm−1. At the same time, N−H stretching can be confirmed by absorption bands in...
914
IR Frequency Region: Fingerprint Region
762
IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the...
762
Inductively Coupled Plasma Atomic Emission Spectroscopy: Instrumentation
194
Inductively coupled plasma (ICP) is the common plasma source used in atomic emission spectroscopy (AES), a technique that detects and analyzes various elements in a sample. This method is often called inductively coupled plasma atomic emission spectroscopy (ICP-AES).
There are three main types of inductively coupled plasma atomic emission spectroscopy (ICP-AES) instruments: sequential, simultaneous multichannel, and Fourier transform instruments, with the latter being less commonly used....
There are three main types of inductively coupled plasma atomic emission spectroscopy (ICP-AES) instruments: sequential, simultaneous multichannel, and Fourier transform instruments, with the latter being less commonly used....
194
Characteristics of OpAmp
608
The operational amplifier, commonly known as an op-amp, is a specially designed electronic circuit component. Its purpose is to work in conjunction with other circuit elements to execute a defined signal-processing operation. Consider an equivalent circuit model of an op-amp, as depicted in Figure 1; the output section comprises a voltage-controlled source in parallel with the output resistance Ro.
608

