费舍尔信息的贝叶斯优化在非线性多重共振量子光子学陀螺仪中
Mengdi Sun1, Vassilios Kovanis1, Marko Lončar2
1Bradley Department of Electrical and Computer Engineering, Virginia Tech, Arlington, VA, USA.
Nanophotonics (Berlin, Germany)
|December 5, 2024
概括
我们开发了一种新的芯片上的陀螺仪,使用非线性光学来实现高灵敏度的紧型,低功耗设计. 这种光子陀螺仪比传统设计实现了显著的灵敏度改进.
科学领域:
- 光子学 是一个光子学.
- 量子光学是一种量子光学.
- 传感器技术 传感器技术
背景情况:
- 传统的陀螺仪在灵敏度,尺寸和功耗方面面临限制.
- 芯片上的光子设备提供了小型化和性能增强的潜力.
研究的目的:
- 提出并从理论上分析一种新的芯片上的陀螺仪.
- 为了同时实现高灵敏度,紧的形状因子和低功耗.
主要方法:
- 在薄膜共振器中使用非线性多重共振光学.
- 使用一种全新的整体指标分析灵敏度:费舍尔信息容量.
- 采用贝叶斯优化来最大限度地利用非线性多重共振的费舍尔信息.
主要成果:
- 展示了一种整体的优化方法,整合了多种物理现象.
- 通过噪声挤压,非线性波混合和关键合实现了显著的灵敏度增强.
- 展示了比射击噪声有限的线性陀螺仪的改进潜力.
结论:
- 拟议的芯片上的陀螺仪为先进的惯性传感提供了一个有前途的解决方案.
- 新的整体度量和优化方法是提高陀螺仪灵敏度的关键.
- 这项技术使得紧,低功耗,高灵敏度的惯性测量单元成为可能.
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