高精度的OAM模式检测网络用于环形空气高斯旋转束被大气流扰乱,基于干扰测量
概括
这项研究引入了一种新的干扰度和ResNet方法,用于在动荡的大气条件下准确检测轨道角动量 (OAM) 模式,从而提高光通信性能.
科学领域:
- 光学通信是一种光学通信.
- 量子光学就是一个量子光学.
- 信号处理 信号处理
背景情况:
- 大气动荡会降低轨道角动量 (OAM) 模式检测的准确性.
- 这种退化严重影响了基于OAM的光通信系统的性能.
研究的目的:
- 提出并验证一种可靠的方法,用于在大气流下检测环形空气高斯旋转束 (RAGVB) 中的OAM模式.
- 为了提高OAM模式检测的可靠性和准确性,以改善光通信.
主要方法:
- RAGVB与球形波的干扰,以提取OAM模式标志特征.
- 使用剩余网络 (ResNet) 来识别从生成的干扰图中OAM模式.
主要成果:
- 与OAM频谱方法相比,拟议的方法在各种流强度下显示出更高的检测精度.
- 即使在大气强波动的情况下,也实现了超过99%的检测准确度.
结论:
- 干扰测量和ResNet方法通过大气流来显著提高了OAM模式检测准确度.
- 这项研究为推进OAM光通信系统面临大气挑战的性能提供了有价值的参考.
相关概念视频
Interference and Diffraction
35.4K
Interference is a characteristic phenomenon exhibited by waves. When two electromagnetic waves interact with their peaks and troughs coinciding, a resulting wave with enhanced amplitude is produced. This is known as constructive interference. In this case, the two waves interacting are in phase with each other.
35.4K
IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations
1.1K
Identical bonds within a polyatomic group can stretch symmetrically (in-phase) or asymmetrically (out-of-phase). Similar to hydrogen bonding, these vibrations also influence the shape of the IR peak. Generally, asymmetric stretching frequencies are higher than symmetric stretching frequencies. For example, primary amines exhibit two distinct IR peaks between 3300–3500 cm−1 corresponding to the symmetric and asymmetric N-H stretching, while secondary amines exhibit a single...
1.1K
Raman Spectroscopy Instrumentation: Overview
450
A conventional Raman spectrophotometer includes a laser source, a sample holding system, a wavelength selector, and a detector.
The monochromatic laser source, typically using visible or near-infrared radiation, generates a highly focused beam of light. This light interacts with the molecules of the sample, scattering some of the light. Liquid and gaseous samples are usually tested in ordinary glass capillaries, while solids can be analyzed as powders packed in capillaries or as potassium...
The monochromatic laser source, typically using visible or near-infrared radiation, generates a highly focused beam of light. This light interacts with the molecules of the sample, scattering some of the light. Liquid and gaseous samples are usually tested in ordinary glass capillaries, while solids can be analyzed as powders packed in capillaries or as potassium...
450
Doppler Effect - II
3.4K
The Doppler effect has several practical, real-world applications. For instance, meteorologists use Doppler radars to interpret weather events based on the Doppler effect. Typically, a transmitter emits radio waves at a specific frequency toward the sky from a weather station. The radio waves bounce off the clouds and precipitation and travel back to the weather station. The radio frequency of the waves reflected back to the station appears to decrease if the clouds or precipitation are moving...
3.4K
Atomic Absorption Spectroscopy: Interference
815
Interference leads to systematic error in atomic absorption (AA) measurements by enhancing or diminishing the analytical signal or the background. These interferences can be grouped into three main categories: spectral interference, chemical interference, and physical interference.
Spectral interference occurs when signals from other elements or molecules overlap with the analyte signal, falsely elevating or masking the analyte's absorbance. This interference can be corrected using Zeeman,...
Spectral interference occurs when signals from other elements or molecules overlap with the analyte signal, falsely elevating or masking the analyte's absorbance. This interference can be corrected using Zeeman,...
815
Atomic Emission Spectroscopy: Interference
223
In atomic emission spectroscopy (AES), high-temperature atomizers excite a broad range of elements and molecules that generate complex emissions from sources such as oxides, hydroxides, and flame combustion products in the flame or plasma. Several strategies can be employed to minimize spectral interferences caused by overlapping emission lines or bands. These include increasing instrument resolution, choosing alternative emission lines, optimally placing the detector in low-background regions,...
223


