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相关概念视频

Errors in Global Positioning System01:26

Errors in Global Positioning System

49
Global Positioning System (GPS) technology has revolutionized navigation and positioning, but its accuracy is often compromised by various errors. These errors, stemming from environmental, satellite, and receiver-related factors, require careful mitigation to ensure reliable performance across applications.Atmospheric ErrorsGPS signals travel through the Earth’s ionosphere and troposphere, introducing delays which affect accuracy. The ionosphere is strongly influenced by charged particles,...
49
Sequence Networks of Rotating Machines01:24

Sequence Networks of Rotating Machines

105
A Y-connected synchronous generator, grounded through a neutral impedance, is designed to produce balanced internal phase voltages with only positive-sequence components. The generator's sequence networks include a source voltage that is exclusively in the positive-sequence network. The sequence components of line-to-ground voltages at the generator terminals illustrate this configuration.
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
105
Pilot and Numeric Relaying01:21

Pilot and Numeric Relaying

87
Pilot relaying is a type of differential protection used in power systems. It compares electrical quantities at the terminals of equipment via a communication channel instead of direct relay interconnection. This method is essential for transmission lines where the terminals are far apart, typically up to 80 km for lines with 69 to 115 kV ratings. Four types of communication channels are used for pilot relaying:
87
Introduction to Global Positioning System01:30

Introduction to Global Positioning System

67
The Global Positioning System (GPS) revolutionized positioning on Earth, providing precise location data through satellite ranging. The GPS system was developed in 1978 by the U.S. Department of Defense  for military use, and it became available for civilian applications in 1983, transforming fields including navigation, fleet management, and time synchronization for telecommunications systems.GPS consists of satellites in medium Earth orbit, about 20,200 kilometers above the surface,...
67
Network Function of a Circuit01:25

Network Function of a Circuit

299
Frequency response analysis in electrical circuits provides vital insights into a circuit's behavior as the frequency of the input signal changes. The transfer function, a mathematical tool, is instrumental in understanding this behavior. It defines the relationship between phasor output and input and comes in four types: voltage gain, current gain, transfer impedance, and transfer admittance. The critical components of the transfer function are the poles and zeros.
299
Satellite Stem Cells and Muscular Dystrophy01:21

Satellite Stem Cells and Muscular Dystrophy

2.0K
Satellite stem cells or myosatellite cells are quiescent stem cells that Alexander Mauro first identified in 1961. These cells are located between the sarcolemma, the plasma membrane of muscle fibers, and the basal lamina, the connective tissue sheath covering it. These mononucleated cells are activated in response to muscle injury, can transform into myoblasts, and may form or repair muscle fibers. Myosatellite cells can provide additional myonuclei for muscle regeneration or return to a...
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相关实验视频

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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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基于深度学习和信任管理的卫星网络安全路由技术

Zhiguo Liu1, Junlin Rong1, Yingru Jiang1

  • 1Communication and Network Laboratory, Dalian University, Dalian 116622, China.

Sensors (Basel, Switzerland)
|October 28, 2023
PubMed
概括

本研究介绍了基于深度学习的卫星网络安全路由技术,增强恶意节点的检测和适应新威胁的能力. 新模型改善了网络性能指标,如延迟和数据包丢失.

科学领域:

  • 计算机科学 计算机科学
  • 网络安全 网络安全
  • 人工智能的人工智能

背景情况:

  • 卫星网络中的传统信任模型在准确的恶意节点检测和适应新型网络威胁方面扎.
  • 现有的路由算法缺乏对复杂攻击的稳定性,从而损害了网络完整性和性能.

研究的目的:

  • 引入一种新的安全卫星网络路由技术,利用深度学习和分布式信任管理.
  • 提高恶意节点检测和卫星通信网络安全的准确性和适应性.

主要方法:

  • 利用DS证据理论预处理卫星节点通信行为,以减轻变量自编码器 (VAE) 模块训练的干扰.
  • 实施了分布式信任管理系统,在每个卫星节点上设有异常检测模块.
  • 集成处理的信任向量被集成到一个VAE模块中,然后进行安全因素评估,并将其纳入殖民地算法以发现路径.

主要成果:

  • 提出的基于深度学习的安全路由算法有效地减轻了恶意节点对卫星网络数据传输的影响.
  • 与传统模型相比,模拟结果显示平均端到端延迟,数据包丢失率和吞吐量显著改善.

结论:

  • 开发的安全路由技术为提高卫星网络安全性和性能提供了强大的解决方案.
关键词:
DS的证据理论理论.安全的路由安全的路由.信任管理信任管理变量自动编码器变量自动编码器

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  • 深度学习和分布式信任管理为解决动态网络环境中传统信任模型的局限性提供了有希望的方法.