基于动态不均集群的无线可充电传感器网络的充电策略研究
Peng Tian1, Jia Yang2, Hongyu Pu3
1School of Electrical & Electronic Engineering, Chongqing University of Technology, Chongqing, 400054, China.
Scientific reports
|September 30, 2025
概括
本研究介绍了无线可充电传感器网络 (WRSN) 的动态充电策略,以减少节点故障. 这种创新方法优化了集群结构和充电路径,大大提高了网络稳定性和寿命.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 无线通信无线通信
背景情况:
- 无线可充电传感器网络 (WRSN) 由于高节点死亡率而面临性能下降.
- 有效的能源管理和充电策略对于WRSN的寿命和稳定性至关重要.
研究的目的:
- 提出一种新的充电策略,即动态不均集群充电策略 (DICCS),以减轻WRSN中的节点死亡率.
- 通过根据节点状态动态调整集群和充电时间表来优化网络性能.
主要方法:
- 实施了改进的k-means算法,用于动态不均的集群,考虑节点能量,位置和消耗率.
- 开发了一个重量函数来选择集群头,以平衡能源消耗.
- 为移动充电车 (MC) 设计高效的充电路径和停留点选择机制,优先考虑距离,剩余能量和消耗率.
主要成果:
- 与现有方法相比,DICCS实现了显著较低的节点死亡率 (4.3%).
- 证明了收费等待时间的减少和优化了MC的移动成本.
- 有效地缓解了能源消耗失衡,增强了网络生命周期和稳定性.
结论:
- DICCS提供了一种有效的解决方案,用于在异质动态WRSN中进行充电调度.
- 动态不均的集群方法提高了整体网络性能和可靠性.
更多相关视频
相关概念视频
Continuous Charge Distributions
7.9K
Imagine a bucket of water. It contains many molecules, of the order of 1026 molecules. Thus, although it contains discrete elements (molecules) at the microscopic level, macroscopically, it can be considered continuous. Small volume elements of water, infinitesimal compared to the bulk of the bucket's volume, still contain many molecules. Under this framework, quantized matter is approximated as continuous for practical purposes.
The electric charge can also be subjected to an analogical...
The electric charge can also be subjected to an analogical...
7.9K
Energy Associated With a Charge Distribution
1.9K
The work done to bring a charge through a distance r is given by the potential difference between the initial and the final position. To assemble a collection of point charges, the total work done can be expressed in terms of the product of each pair of charges divided by their separation distance, defined with respect to a suitable origin. Solving this expression gives the energy stored in a point charge distribution.
1.9K
Cluster Sampling Method
13.9K
Appropriate sampling methods ensure that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
13.9K
Charging Conductors By Induction
8.9K
The Earth is a good conductor of electricity, and it is so big that it can be considered an infinite source or sink of charges. It can easily exchange charges with any matter.
Generally, conductors like metals do not allow any excess charge to be present on them. Any excess charge added to metals easily flows away, for example, when a metal is placed on the Earth. This process is called earthing.
However, conductors can be charged by a process called induction. For example, consider charging a...
Generally, conductors like metals do not allow any excess charge to be present on them. Any excess charge added to metals easily flows away, for example, when a metal is placed on the Earth. This process is called earthing.
However, conductors can be charged by a process called induction. For example, consider charging a...
8.9K


