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相关概念视频

Reducing Line Loss01:18

Reducing Line Loss

129
In a three-phase circuit, line loss is an indicator of energy dissipated as heat due to the resistance of transmission lines. To address this, incorporating transformers into the system—a step-up transformer at the source and a step-down transformer at the load—is a strategic solution. Two three-phase transformers are introduced to improve this.
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss...
129
Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

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Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
590
Distributed Loads01:19

Distributed Loads

467
Distributed loads are a common type of load that engineers and scientists encounter in various practical situations. Distributed loads often refer to a type of load spread over a surface or a structure and can be modeled as continuous force per unit area.
For example, consider a bookshelf filled with books stacked vertically adjacent to each other. The weight of the books is evenly distributed over the length of the shelf. As a result, the pressure at different locations on the surface of the...
467
Field Application of Global Positioning System01:28

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The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
19
Fast Decoupled and DC Powerflow01:24

Fast Decoupled and DC Powerflow

125
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
125
Distance Measurements by Taping01:18

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Tapes are essential in surveying for accurate, durable, and short-distance measurements. Made from lightweight, nylon-coated steel, they offer flexibility and strength for rugged outdoor use. The nylon coating protects against rust and wear, extending the tape's life. Standard lengths, around 30 meters, are marked in meters and millimeters for precision.Surveyors select tapes based on site conditions and accuracy needs. Lightweight, nylon-coated tapes are commonly used for ease of handling and...
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Updated: May 9, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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在WSN中使用LSTM优化的DV跳框架进行节能和强大的节点本地化,以减轻多跳本地化错误.

Amjad Rehman1, Tariq Mahmood1,2, Tahani Jaser Alahmadi3

  • 1Artificial Intelligence and Data Analytics (AIDA) Lab, CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia.

Scientific reports
|April 28, 2025
PubMed
概括
此摘要是机器生成的。

这项研究通过使用改进的DV-Hop算法与集成的长短期内存 (OLSTM-DVHop) 网络来增强无线传感器网络 (WSN) 的本地化. OLSTM-DVHop算法显著减少了本地化错误,提高了WSN定位准确度.

关键词:
在DV-Hop中使用DV-Hop.纠正错误 纠正错误 纠正错误 纠正错误这是LSTM的LSTM.定位精度 定位精度 定位精度

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科学领域:

  • 计算机科学 计算机科学
  • 电气工程 电气工程
  • 网络工程 网络工程

背景情况:

  • 无线传感器网络 (WSN) 对于数据收集和分析至关重要.
  • 精确的传感器节点定位对于WSN功能至关重要,但仍然具有挑战性.
  • 现有的本地化算法经常在错误分布和准确性方面扎.

研究的目的:

  • 为WSNs引入一个改进的DV-Hop定位算法.
  • 为了提高节点位置预测准确度,使用长短期内存 (OLSTM-DVHop) 网络.
  • 在WSN本地化中解决和纠正不均的错误分布.

主要方法:

  • 开发了一种改进的DV-Hop算法,集成OLSTM网络.
  • 实现数据过,分析和特征提取,用于位置预测.
  • 为WSN定位设计了一个强大的架构,并配备了错误纠正机制.

主要成果:

  • 通过OLSTM-DVHop算法,可以显著减少本地化错误.
  • 提出的错误纠正机制有效地调整了有偏差的节点位置.
  • 模拟实验验证了算法的可靠性和准确性在各种地形上得到了提高.

结论:

  • 增强的OLSTM-DVHop算法在WSN本地化中提供了卓越的准确性和可靠性.
  • 该算法在各种实验场景中优于现有的本地化方法.
  • 这一进步有助于更有效的WSN定位系统.