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相关概念视频

Equipments Used To Measure Blood Pressure01:30

Equipments Used To Measure Blood Pressure

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Direct Method
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
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Beats01:09

Beats

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The study of music provides many examples of the superposition of waves and the constructive and destructive interference that occurs. Very few examples of music being performed consist of a single source playing a single frequency for an extended period of time. A single frequency of sound for an extended period might be monotonous to the point of irritation, similar to the unwanted drone of an aircraft engine or a loud fan. Music is pleasant and exciting due to mixing the changing frequencies...
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Parallel Resonance01:23

Parallel Resonance

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The parallel RLC circuit is an arrangement where the resistor (R), inductor (L), and capacitor (C) are all connected to the same nodes and, as a result, share the same voltage across them. The parallel RLC circuit is analyzed in terms of admittance (Y), which reflects the ease with which current can flow. The admittance is given by:
867
Passive Filters01:27

Passive Filters

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Passive filters are utilized to shape the frequency spectrum of signals across a diverse array of applications. These filters, using only passive elements like resistors (R), inductors (L), and capacitors (C), are capable of selectively allowing or blocking certain frequency ranges without the need for external power sources.
Low-Pass Filters
Low-pass filters are designed to transmit signals with frequencies lower than the cutoff frequency, ωc, and attenuate those above it. The cutoff...
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Active Filters01:25

Active Filters

1.4K
Active filters are electronic circuits that use operational amplifiers (op-amps), resistors, and capacitors to filter out unwanted frequency components from a signal. A first-order low-pass active filter is designed to pass signals with a frequency lower than a certain cutoff frequency and attenuate frequencies higher than that cutoff frequency. The transfer function for a first-order low-pass active filter is:
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Bandpass Sampling01:17

Bandpass Sampling

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In signal processing, bandpass sampling is an effective technique for sampling signals that have most of their energy concentrated within a narrow frequency band. This type of signal is known as a bandpass signal. The key principle of bandpass sampling involves sampling the signal at a rate that is greater than twice the signal's bandwidth to prevent aliasing.
A bandpass signal has a spectrum with a lower frequency limit, denoted as ω1, and an upper frequency limit, denoted as ω2....
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相关实验视频

Updated: May 6, 2026

Data Acquisition and Analysis In Brainstem Evoked Response Audiometry In Mice
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基于自编码器和BP神经网络的声波发射波形选方法

Shunli Jiang1, Kangpei Zheng2, Jinghui Jv3

  • 1School of Civil Engineering, Shijiazhuang Tiedao University, Shijiazhuang, China.

The Review of scientific instruments
|September 2, 2025
PubMed
概括

这项研究引入了一种自编码器和反向传播的神经网络,用于过声辐射 (AE) 信号,改善噪声分离,提高混凝土结构健康监测的准确性.

科学领域:

  • 工程
  • 材料科学
  • 信号处理

背景情况:

  • 声辐射 (AE) 信号叠加使准确的分析变得复杂.
  • 有效的降噪对于可靠的结构健康监测至关重要.

研究的目的:

  • 开发和评估用于AE信号分离的新型波形过方法.
  • 在混凝土结构中提高AE源定位的准确性.

主要方法:

  • 使用自动编码器与反向传播神经网络 (BP) 进行信号过.
  • 使用笔断实验和数值模拟验证了模型.

主要成果:

  • 自动编码器-BP神经网络模型实现了高分类精度:AE信号96%和噪声98%
  • 过的数据显著提高了AE源的定位精度.

结论:

  • 拟议的AE信号处理方法有效地将AE信号与噪声分开.
  • 这种技术为加强混凝土结构的安全监测提供了巨大的潜力.

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