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相关概念视频

Short-distance Transport of Resources02:12

Short-distance Transport of Resources

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Short-distance transport refers to transport that occurs over a distance of just 2-3 cells, crossing the plasma membrane in the process. Small uncharged molecules, such as oxygen, carbon dioxide, and water, can diffuse across the plasma membrane on their own. In contrast, ions and larger molecules require the assistance of transport proteins due to their charge or size. Transport across membranes also occurs within individual cells, playing a variety of essential roles for the plant as a whole.
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Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
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Energy to Drive Translocation

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Mitochondrial protein import is powered by two distinct energy sources: ATP hydrolysis and electrochemical potential across the inner membrane. Newly synthesized precursors are bound by cytosolic chaperones of the Hsp70 family, which guide them to the import receptors on the mitochondrial surface. Utilizing the energy of ATP hydrolysis, Hsp70 chaperones transfer these precursors to the TOM receptors on the mitochondrial outer membrane.
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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,...
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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...
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Maximum Power Transfer

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Numerous practical applications within engineering disciplines, such as telecommunications, necessitate optimizing power delivery to a connected load. This pursuit, however, entails inherent internal losses, which can either equal or exceed the power supplied to the load. The Thevenin equivalent circuit is helpful in finding the maximum power a linear circuit can deliver to a load. It is assumed in this context that the load resistance can be adjusted.
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相关实验视频

Updated: Sep 17, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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基于人工智能的路由算法可以提高无线传感器网络的能源效率,延迟和数据可靠性.

Rahul Priyadarshi1, Ravi Ranjan Kumar2, Rakesh Ranjan3

  • 1Faculty of Engineering and Technology, ITER, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, 751030, India. rahulpriyadarshi@soa.ac.in.

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|July 2, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种混合人工智能 (AI) 路由框架,用于无线传感器网络 (WSN). 人工智能方法通过动态适应不断变化的条件,提高可靠性和能源效率来提高网络性能.

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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
  • 人工智能的人工智能

背景情况:

  • 无线传感器网络 (WSN) 在充满活力的环境中面临着有限资源的挑战.
  • 传统的路由协议往往缺乏适应实时网络变化的能力.
  • 静态或独立的算法难以有效地优化WSN性能.

研究的目的:

  • 为WSN提出一个新的基于人工智能的模块化路由框架.
  • 整合多种人工智能技术,以实现自适应和优化路由.
  • 为了提高WSN性能指标,如数据包交付,延迟和能源效率.

主要方法:

  • 开发了一个模块化框架,集成了强化学习 (RL),监督学习,遗传算法 (GA) 和粒子优化 (PSO).
  • 实施了一个结构化的决策管道,以动态地适应网络拓,流量和能源.
  • 使用 MATLAB R2021b 进行模拟以评估框架的性能.

主要成果:

  • 拟议的AI框架在数据包传递率和能源效率方面取得了显著的改进.
  • 与传统路由协议相比,端到端的延迟时间减少了.
  • 混合人工智能方法在动态的WSN环境中显示了增强的适应性.

结论:

  • 混合AI策略为优化WSN路由提供了一个有希望的方法.
  • 模块化框架为未来的现实世界WSN实现提供了基础.
  • 解决可扩展性,资源使用和安全性等挑战对于部署至关重要.