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Communication01:03

Communication

8.8K
Communication between two animals occurs when one animal transmits an information signal that causes a change in the animal that receives the information. Organisms communicate with one another in a host of different ways. Signals can be auditory, chemical, visual, tactile, or a combination of these. Communication is a critical behavioral adaptation that promotes survival, growth, and reproduction.
8.8K
Communication01:28

Communication

11.7K
Sharing information, concepts, and emotions to foster mutual understanding is communication. The sender, recipient, and transaction must be considered in this manner. The sender is the person who shares the message, the recipient is the person who receives and understands the message, and the transaction is the method used to deliver the message and the variables that affect the communication's context and surroundings. The nurse-client connection is built on therapeutic communication.
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Network Covalent Solids02:18

Network Covalent Solids

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Network covalent solids contain a three-dimensional network of covalently bonded atoms as found in the crystal structures of nonmetals like diamond, graphite, silicon, and some covalent compounds, such as silicon dioxide (sand) and silicon carbide (carborundum, the abrasive on sandpaper). Many minerals have networks of covalent bonds.
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
16.2K
Hybrid Zones02:29

Hybrid Zones

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Hybrid zones are narrow regions where two closely related species interact, mate, and produce hybrids. Relative to either parent species, hybrids may possess distinct phenotypic or genetic differences that impact their survival and reproductive success. The genetic variances introduced by hybridization influence species diversity and speciation processes within the hybrid zone.
22.0K
Protein Networks02:26

Protein Networks

4.6K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.6K
Hybridization of Atomic Orbitals I03:24

Hybridization of Atomic Orbitals I

67.8K
The mathematical expression known as the wave function, ψ, contains information about each orbital and the wavelike properties of electrons in an isolated atom. When atoms are bound together in a molecule, the wave functions combine to produce new mathematical descriptions that have different shapes. This process of combining the wave functions for atomic orbitals is called hybridization and is mathematically accomplished by the linear combination of atomic orbitals. The new orbitals that...
67.8K

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相关实验视频

Updated: Feb 14, 2026

The Synergistic Effect of Visible Light and Gentamycin on Pseudomona aeruginosa Microorganisms
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人工智能增强的混合QAM-PPM可见光通信用于人体区域网络

Shreyash Shrestha1, Attaphongse Taparugssanagorn1, Stefano Caputo2

  • 1Department of ICT, School of Engineering and Technology, Asian Institute of Technology, Klong Luang 12120, Thailand.

Sensors (Basel, Switzerland)
|February 13, 2026
PubMed
概括

本研究介绍了一种AI增强的可见光通信 (VLC) 系统,用于人体区域网络 (BAN). 它将双调制与深度学习相结合,实现可穿戴设备的高速,可靠的无线通信.

关键词:
在CNN变压器.身体区域网络 身体区域网络深度学习是一种深度学习.混合调制混合调制这是光学无线通信.可见光通信可见光通信

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科学领域:

  • 无线通信无线通信
  • 人工智能的人工智能
  • 生物医学工程 生物医学工程

背景情况:

  • 身体区域网络 (BAN) 需要可穿戴设备的高速率和可靠的通信.
  • 可见光通信 (VLC) 提供了一个有前途的解决方案,但面临着LED非线性和通道扭曲的挑战.
  • 现有的系统在动态的BAN环境中努力平衡光谱效率和稳定性.

研究的目的:

  • 为BANs开发一个人工智能增强的VLC系统.
  • 提高可穿戴应用程序的通信可靠性和数据速率.
  • 使用先进的人工智能技术来解决LED非线性和通道变化.

主要方法:

  • 实施了一种混合调制框架,该框架结合了方格振幅调制 (QAM) 和脉冲位置调制 (PPM).
  • 集成的经典预扭曲与深度学习等分器 (CNN变压器层) 来减轻扭曲.
  • 研究了试点辅助等级和自适应位加载策略.

主要成果:

  • 双调制策略成功地将QAM的光谱效率与PPM的稳定性相结合.
  • 由人工智能驱动的均衡器有效地捕获和纠正了本地和远程扭曲模式.
  • 飞行员辅助等分和自适应位加载在不同条件下提高了链路稳定性和光谱效率.

结论:

  • 拟议的人工智能增强的VLC系统为BAN提供了弹性和高效的解决方案.
  • 将双调制与人工智能等级和自适应策略相结合,满足了以身体为中心的沟通需求.
  • 这种方法为先进的可穿戴和医疗监控系统铺平了道路.