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相关概念视频

Radiation Pressure: Problem Solving01:09

Radiation Pressure: Problem Solving

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The radiation pressure applied by an electromagnetic wave on a perfectly absorbing surface equals the energy density of the wave. The wave's momentum also gets transferred to the surface when an electromagnetic wave is entirely absorbed by it. The rate at which momentum is transmitted to an absorbing surface perpendicular to the propagation direction equals the force on the surface.
The average value of the rate of momentum transfer divided by the absorbing area represents the average force...
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Nuclear Overhauser Enhancement (NOE)01:07

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Irradiation of a spin-active nucleus causes an increase or decrease in the signal intensity of neighboring nuclei that are not necessarily chemically bonded or involved in J-coupling.  This phenomenon, called the Nuclear Overhauser Enhancement (NOE), results from through-space interactions between the nuclear spins. The NOE effect decreases with increasing internuclear distance and is generally not observed beyond 4 angstroms. In NOE, dipole-dipole interactions between neighboring...
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Ras-related nuclear protein or Ran is a small G protein that cycles between its GTP and GDP bound states. Ran specific regulators, a Ran GTPase Activating Protein or RanGAP present in the cytosol and a Ran guanine nucleotide exchange factor or RanGEF present inside the nucleus regulate GTP/GDP exchange. A high concentration of GTP inside the cells, in addition to this asymmetric distribution of  Ran-specific regulators, leads to a higher RanGTP concentration inside the nucleus. This...
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Reduced Mass Coordinates: Isolated Two-body Problem01:12

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In classical mechanics, the two-body problem is one of the fundamental problems describing the motion of two interacting bodies under gravity or any other central force. When considering the motion of two bodies, one of the most important concepts is the reduced mass coordinates, a quantity that allows the two-body problem to be solved like a single-body problem. In these circumstances, it is assumed that a single body with reduced mass revolves around another body fixed in a position with an...
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In the application of the Routh-Hurwitz criterion, two specific scenarios can arise that complicate stability analysis.
The first scenario occurs when a singular zero appears in the first column of the Routh table. This situation creates a division by zero issues. To resolve this, a small positive or negative number, denoted as epsilon (∈), is substituted for the zero. The stability analysis proceeds by assuming a sign for ∈. If ∈ is positive, any sign change in the first...
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Sometimes, a data set can have a recorded numerical observation that greatly  deviates from the rest of the data. Assuming that the data is normally distributed, a statistical method called the Grubbs test can be used to determine whether the observation is truly an outlier.  To perform a two-tailed Grubbs test, first, calculate the absolute difference between the outlier and the mean. Then, calculate the ratio between this difference and the standard deviation of the sample. This...
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相关实验视频

Updated: Jul 27, 2025

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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基于对非平行案例的权重核规范最小化进行GPR杂乱清除.

Li Liu1,2, Chenyan Song1,2, Zezhou Wu1,2

  • 1Key Laboratory of Advanced Transducers & Intelligent Control System, Ministry of Education and Shanxi Province, Taiyuan University of Technology, Taiyuan 030024, China.

Sensors (Basel, Switzerland)
|June 10, 2023
PubMed
概括

一种新的地面透雷达 (GPR) 清除杂乱的方法有效地提高了地下目标检测. 这种加权核规范最小化 (WNNM) 技术在非平行天线-地面场景中提高了信号清晰度.

关键词:
清理杂乱的清除杂乱的清除在地面透雷达.低级别和稀疏的分解.重量核规范最小化最小化方法

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科学领域:

  • 地质物理学 地质物理学
  • 电磁方法 电磁方法
  • 信号处理 信号处理

背景情况:

  • 地底透雷达 (GPR) 对于地下目标检测至关重要.
  • 强大的杂乱往往会掩盖目标信号,降低检测性能.
  • 现有的方法在与非平行天线-地面表面条件作斗争.

研究的目的:

  • 为非平行天线-地面场景开发一种新的GPR杂乱清除方法.
  • 使用GPR提高地下目标检测的准确性和效率.
  • 为了解决当前的杂乱清除技术的局限性.

主要方法:

  • 提出了一种基于加权核规范最小化 (WNNM) 的新型GPR杂乱清除方法.
  • 将GPR B扫描图像分解成低级杂乱和稀疏目标矩阵.
  • 使用一个非凸加权核规范与差异单数值加权.

主要成果:

  • 在数值模拟和真实GPR实验中,WNNM方法表现出卓越的性能.
  • 对比分析显示,高峰信号与噪声比率 (PSNR) 和改进因子 (IF) 比最先进的方法更高.
  • 拟议的方法比强大的主要组件分析 (RPCA) 快大约五倍.

结论:

  • 在非平行GPR场景中,WNNM方法有效地消除了杂乱.
  • 这种技术显著提高了地下目标检测性能.
  • 该方法的速度和有效性使其适用于实际的GPR应用.