基于光纤光学传感器的基于光学维尼尔效应的光学解调系统:基于AWG和基于神经网络的视角
Applied optics
|August 12, 2025
概括
这项研究引入了一种新的光纤传感器解调方法,使用神经网络和阵列波导网格. 它实现了精确的波长查询,低能耗和高效率.
科学领域:
- 光电学是指光电子产品.
- 传感器技术 传感器技术
- 人工智能的人工智能
背景情况:
- 精确的光纤传感器解调对于工程应用至关重要.
- 传统的方法在复杂的传感器数据的概括方面存在困难.
- 阵列波导网格 (AWG) 为光谱编码提供了潜力.
研究的目的:
- 开发一种使用神经网络和AWG的光纤传感器的新型解调方法.
- 在没有大量数据集的情况下实现绝对波长查询.
- 为了提高传感器的灵敏度和监控和控制的效率.
主要方法:
- 神经网络与阵列波导网格 (AWG) 的集成.
- 使用弗尼耶效应和一个新的法布里-佩罗 (FP) 拉伸传感器.
- 使用神经网络来建模光强度和波长之间的非线性关系.
主要成果:
- 证明了低能耗和高效率的拆解.
- 实现了准确的绝对波长审讯.
- 通过拟议的方法展示了增强的传感器灵敏度.
结论:
- 建议的神经网络和基于AWG的解调方法对光纤传感器是有效的.
- 这种方法克服了传统拆解技术的局限性.
- 它为现实世界的监控和控制应用提供了一个有前途的解决方案.
相关概念视频
Vision
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
Visual System
Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
Once through the pupil, the light passes through the lens, a...


