在MANET中引入使用共生物搜索算法的新路由方法
1Department of Computer Engineering, Higher Education Complex of Saravan, Saravan, Iran.
PloS one
|August 25, 2023
概括
本研究介绍了使用共生生物搜索 (SOS) 算法为移动特设网络 (MANET) 引入智能路由方法. 拟议的方法通过在动态环境中优化路由决策来提高网络性能.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 人工智能的人工智能
背景情况:
- 移动特设网络 (MANET) 缺乏集中式基础设施,这给有效的通信带来了挑战.
- 资源限制和动态环境显著影响MANET的性能.
- 智能路由算法对于优化MANET效率至关重要.
研究的目的:
- 为MANETs提出一个智能路由方法.
- 通过使用一种新的算法,在动态环境中提高MANET的性能.
- 评估拟议的路由方法与现有算法的有效性.
主要方法:
- 基于共生生物搜索 (SOS) 算法的智能路由方法的实施.
- 动态环境模拟,考虑可用的带宽,剩余的电池能量,移动速度和跳数.
- 与基于流程的路由协议 (FBRP) 算法的比较分析.
主要成果:
- 共生生物搜索算法显著影响网络性能.
- 拟议的方法在吞吐量率和数据包交付率方面表现优于FBRP.
- 与FBRP相比,拟议的方法显示了较低的数据丢失率和较少的跳跃.
结论:
- 提出的基于SOS的智能路由方法对MANET有效.
- SOS算法的学习过程对网络效率产生了积极的影响.
- 这种方法为提高MANET在具有挑战性的条件下性能提供了一个有希望的解决方案.
相关概念视频
Short-distance Transport of Resources
16.1K
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.
16.1K
Chemotaxis and Direction of Cell Migration
3.4K
Cells can detect chemical cues in their environment and reorganize the cytoskeleton to migrate toward them or away from them. This directional migration, called chemotaxis, is essential during embryogenesis and development, immune response, tissue repair and regeneration, and reproduction. These chemical cues can either attract or repel the cell's movement. For example, axon development is determined by a combination of chemoattractants and chemorepellents that direct the growing axon...
3.4K
IP3/DAG Signaling Pathway
12.2K
Membrane lipids such as phosphatidylinositol (PI) are precursors for several membrane-bound and soluble second messengers. Specific kinases phosphorylate PI and produce phosphorylated inositol phospholipids. One such inositol phospholipids are the phosphatidylinositol-4,5 bisphosphate [PI(4,5)P2], present in the inner half of the lipid bilayer. Upon ligand binding, GPCR stimulates Gq proteins to turn on phospholipase Cꞵ. Activated phospholipase Cꞵ cleaves PI(4,5)P2 and...
12.2K
Primary Active Transport
10.3K
In contrast to passive transport, active transport involves a substance being moved through membranes in a direction against its concentration or electrochemical gradient. There are two types of active transport: primary active transport and secondary active transport. Primary active transport utilizes chemical energy from ATP to drive protein pumps embedded in the cell membrane. With energy from ATP, the pumps transport ions against their electrochemical gradients—a direction they would...
10.3K
Intracellular Movement of Viruses and Bacteria
2.9K
Intracellular bacteria and viruses often comprise a group of highly infectious pathogens that can cause several diseases. Bacterial pathogens include those belonging to the genus Rickettsia responsible for conditions such as rocky mountain spotted fever and the Mediterranean spotted fever; Chlamydia, a genus responsible for a sexually transmitted disease; Coxiella burnetii, an agent responsible for Q fever. Viral pathogens include vaccinia—a poxvirus, and herpes simplex virus—a...
2.9K
Indirect Motor Pathways
1.6K
The indirect motor or extrapyramidal pathways originate in the brainstem, the lower portion of the brain that connects it to the spinal cord. They consist of several distinct tracts, each with specialized functions. The four main tracts of the indirect motor pathways are the vestibulospinal tract, the reticulospinal tract, the tectospinal tract, and the rubrospinal tract.
The vestibulospinal tract originates in the vestibular nuclei of the brainstem. The vestibular system detects changes in...
The vestibulospinal tract originates in the vestibular nuclei of the brainstem. The vestibular system detects changes in...
1.6K


