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相关概念视频

Double Resonance Techniques: Overview01:12

Double Resonance Techniques: Overview

792
Double resonance techniques in Nuclear Magnetic Resonance (NMR) spectroscopy involve the simultaneous application of two different frequencies or radiofrequency pulses to manipulate and observe two distinct nuclear spins. One important application of double resonance is spin decoupling, which selectively suppresses coupling with one type of nucleus while observing the NMR signal from another nucleus, simplifying the spectrum and enhancing resolution.
Spin decoupling is usually achieved by...
792
Linear Approximation in Frequency Domain01:26

Linear Approximation in Frequency Domain

396
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
396
Gyroscope: Precession01:24

Gyroscope: Precession

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Precession can be demonstrated effectively through a spinning top. If a spinning top is placed on a flat surface near the surface of the Earth at a vertical angle and is not spinning, it will fall over due to the force of gravity producing a torque acting on its center of mass. However, if the top is spinning on its axis, it precesses about the vertical direction, rather than topple over due to this torque. Precessional motion is a combination of a steady circular motion of the axis and the...
5.6K
Gyroscope01:02

Gyroscope

4.3K
A gyroscope is defined as a spinning disk in which the axis of rotation is free to assume any orientation. When spinning, the orientation of the spin axis is unaffected by the orientation of the body that encloses it. The body or vehicle enclosing the gyroscope can be moved from place to place, while the orientation of the spin axis remains the same. This makes gyroscopes very useful in navigation, especially where magnetic compasses cannot be used, such as in crewed and crewless spacecraft,...
4.3K
Linear Approximation in Time Domain01:21

Linear Approximation in Time Domain

379
Nonlinear systems often require sophisticated approaches for accurate modeling and analysis, with state-space representation being particularly effective. This method is especially useful for systems where variables and parameters vary with time or operating conditions, such as in a simple pendulum or a translational mechanical system with nonlinear springs.
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
379
Deconvolution01:20

Deconvolution

623
Deconvolution, also known as inverse filtering, is the process of extracting the impulse response from known input and output signals. This technique is vital in scenarios where the system's characteristics are unknown, and they must be inferred from the observable signals.
Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...
623

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相关实验视频

Updated: Feb 21, 2026

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators
09:46

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators

Published on: August 8, 2025

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对于共振集成光学陀螺仪的FFT深度学习无声化方法.

Chenxi Sun, Yan Qi, Boxia Yan

    Optics express
    |February 20, 2026
    PubMed
    概括

    这项研究为共振集成光学陀螺仪引入了一种新的无声化框架,显著降低噪声. 在高精度应用中,新方法可将角随机步行和偏差不稳定性提高约50%.

    科学领域:

    • 光学工程是指光学工程.
    • 信号处理 信号处理
    • 机器学习 机器学习

    背景情况:

    • 在共振集成光学陀螺仪 (RIOGs) 中的噪音限制了精度.
    • 开发有效的降噪技术对于先进的应用至关重要.

    研究的目的:

    • 提出一个级联的无线化框架,将基于物理和数据的方法结合起来.
    • 为了显著抑制RIOG中的噪音,以实现超高精度.

    主要方法:

    • 实施了混合否定框架:快速里埃转换 (FFT) 选选,然后是卷积神经网络 (CNN) -长短期记忆 (LSTM) 网络.
    • CNN-LSTM网络使用1D卷积层进行特征提取,LSTM用于时间依赖.
    • 应用于1kHz采样,2,000,000点的现场数据.

    主要成果:

    • 实现了角随机步行 (ARW) 的降低至0.28°/h.
    • 降低偏移不稳定性至2.52°/h.
    • 与以前的方法相比,在ARW和偏差不稳定性方面均显示出大约50%的改善.

    结论:

    • 拟议的级联框架为陀螺式噪声抑制提供了显著的进步.

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  • 频域物理约束和时空深度学习的结合显示了陀螺仪信号处理的强烈概括.