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相关概念视频

Electron Affinity03:07

Electron Affinity

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The electron affinity (EA) is the energy change for adding an electron to a gaseous atom to form an anion (negative ion).
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Gain01:15

Gain

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Gain and phase shift are properties of linear circuits that describe the effect a circuit has on a sinusoidal input voltage or current. The circuit's behavior that contains reactive elements will depend on the frequency of the input sinusoid. As a result, it is observed that the gain and phase shift will all be frequency functions.
Gain:
Suppose Vin is the input and Vout is the output signal to a circuit.
407
Affinity and Avidity01:41

Affinity and Avidity

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Overview
38.7K
Trial and Error and Algorithm01:12

Trial and Error and Algorithm

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A problem-solving strategy is a plan of action used to find a solution. Different strategies have distinct action plans. Trial and error involves trying different solutions until one works. For instance, to fix a broken printer, you might check ink levels, ensure the paper tray isn't jammed, and verify the printer's connection to your laptop. This method can be time-consuming but is commonly used. Thomas Edison, for example, used trial and error to find a suitable filament for the light...
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Propagation of Waves01:07

Propagation of Waves

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When a wave propagates from one medium to another, part of it may get reflected in the first medium, and part of it may get transmitted to the second medium. In such a case, the interface of the two mediums can be considered as a boundary that is neither fixed nor free.
Consider a scenario where a wave propagates from a string of low linear mass density to a string of high linear mass density. In such a case, the reflected wave is out of phase with respect to the incident wave, however the...
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Poisson's Ratio01:23

Poisson's Ratio

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Poisson's ratio is a material property that indicates their stress response. It explains the connection between the elongation or compression a material undergoes in the direction of an applied force and the contraction or expansion it experiences perpendicular to that force. When a slender bar is loaded axially, it stretches in the direction of the force and contracts laterally. Poisson's ratio is the negative ratio of this lateral contraction to the axial elongation. The negative sign...
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相关实验视频

Updated: Jan 29, 2026

Simultaneous Affinity Enrichment of Two Post-Translational Modifications for Quantification and Site Localization
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Simultaneous Affinity Enrichment of Two Post-Translational Modifications for Quantification and Site Localization

Published on: February 27, 2020

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室内定位算法基于信息获取比率和亲和传播聚类的信息获取比率.

Rencheng Jin1, Di Zhang1, Xiao Tian1

  • 1Key Laboratory for Micro/Nano Technology and System of Liaoning Province, Dalian University of Technology, Dalian 116024, China.

Sensors (Basel, Switzerland)
|January 28, 2026
PubMed
概括

本研究介绍了一种方法,可以在室内定位系统中删除多余的接入点 (AP),显著减少数据库大小,同时保持准确性. 与现有方法相比,新方法还可以提高定位准确度,减少错误.

科学领域:

  • 计算机科学 计算机科学
  • 电气工程 电气工程
  • 信号处理 信号处理

背景情况:

  • 室内定位系统通常使用Wi-Fi接入点 (AP) 来进行指纹识别.
  • 冗余的AP增加了计算负载,并提供了越来越少的准确性改进.
  • 现有的方法缺乏在指纹数据库中选择AP的有效策略.

研究的目的:

  • 提出一种新的方法来消除室内定位系统中多余的AP.
  • 为了减少计算负载和数据库大小,而不会影响定位准确度.
  • 为了提高室内定位估计的准确性和减少误差.

主要方法:

  • 计算AP位置歧视能力,并将其与AP消除的覆盖率相结合.
  • 使用亲和力传播集群来进行粗略的定位.
  • 采用贝叶斯的方法来精确定位.

主要成果:

  • 移除AP的策略将指纹数据库大小减少了高达72.78%,同时保持了在5%的波动范围内定位准确度.
  • 与GMM,K-Means和点向算法相比,拟议的定位方法将平均定位误差降低了11%至39%.
  • 在现实世界和基准数据集上的实验验证证证了拟议方法的有效性.
关键词:
亲和力传播聚类 聚类 亲和力传播室内定位装置 室内定位装置位置分辨率位置分辨率位置分辨率消除多余的AP,消除多余的AP.

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相关实验视频

Last Updated: Jan 29, 2026

Simultaneous Affinity Enrichment of Two Post-Translational Modifications for Quantification and Site Localization
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Continuous-Wave Propagation Channel-Sounding Measurement System - Testing, Verification, and Measurements

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结论:

  • 开发的AP消除策略有效地优化了用于室内定位的指纹数据库.
  • 结合粗微定位方法显著提高准确性,减少错误.
  • 这项研究为高效准确的室内定位提供了实际解决方案.