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相关概念视频

Aliasing01:18

Aliasing

164
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...
164
Reconstruction of Signal using Interpolation01:10

Reconstruction of Signal using Interpolation

251
Signal processing techniques are essential for accurately converting continuous signals to digital formats and vice versa. When a continuous signal is sampled with a period T, the resulting sampled signal exhibits replicas of the original spectrum in the frequency domain, spaced at intervals equal to the sampling frequency. To handle this sampled signal, a zero-order hold method can be applied, which creates a piecewise constant signal by retaining each sample's value until the next...
251
NMR Spectrometers: Resolution and Error Correction01:14

NMR Spectrometers: Resolution and Error Correction

734
When magnetic nuclei in a sample achieve resonance and undergo relaxation, the signal detected in NMR is an approximately exponential free induction decay. Fourier transform of an exponential decay yields a Lorentzian peak in the frequency domain. Lorentzian peaks in an NMR spectrum are defined by their amplitude, full width at half maximum, and position, where the peak width is governed by the spin-spin relaxation time alone. In real experiments, however, the applied magnetic field is rendered...
734
Inductively Coupled Plasma Atomic Emission Spectroscopy: Instrumentation01:26

Inductively Coupled Plasma Atomic Emission Spectroscopy: Instrumentation

261
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....
261

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Updated: Jul 25, 2025

ARL Spectral Fitting as an Application to Augment Spectral Data via Franck-Condon Lineshape Analysis and Color Analysis
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基于适应性参数的梯级光谱仪的精确光谱恢复算法.

Mingjia Wang, Ci Sun, Jiaqi Chen

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    此摘要是机器生成的。

    这项研究通过使用先进的噪声降低和参数优化算法来提高等级光谱仪的准确性. 改进的光谱恢复模型实现了两倍以上的精度和更快的校准时间.

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    科学领域:

    • 频谱学是一种光谱学.
    • 光学工程是指光学工程.
    • 数据分析 数据分析

    背景情况:

    • 埃歇尔光谱仪提供高分辨率,全频谱的短暂读数.
    • 频谱恢复模型需要提高校准准确度.

    研究的目的:

    • 为了提高梯级光谱仪的光谱图恢复模型的准确性.
    • 改进光点位置计算和模型参数优化.

    主要方法:

    • 利用多重整体时间融合和改进的自适应值心脏算法.
    • 实施了七个参数的金字塔横向方法来优化模型参数.

    主要成果:

    • 在点位位置确定中实现了0.1像素的准确性.
    • 频谱恢复精度控制在0.3像素 (短波) 和0.7像素 (长波) 的范围内.
    • 与传统方法相比,谱图恢复的准确性提高了两倍以上.

    结论:

    • 提出的方法显著降低了偏差,并提高了等级光谱仪光谱图恢复的准确性.
    • 优化模型导致偏差曲线波动较轻,曲线适配精度提高.
    • 在不到45分钟的时间内实现了光谱校准,准确度更高.