基于改进CS算法的移动网络海量数据低能耗传输方法

Low Power Transmission Method of Mass Data in Mobile Network Based on Improved CS Algorithm

移动网络数据传输过程未考虑数据间相关性,导致数据传输能耗大,对此文章提出了基于改进CS算法的移动网络海量数据低能耗传输方法。文章分析移动网络海量数据传输能耗,引入混沌扰动系数改进CS算法。在此基础上选取改进CS的双簇头,解决传统方法数据传输路径长的问题,设计静态、动态传输队列低能耗传输模式。由实验结果可知,该方法数据传输完整,不同工作模式下,使用基于改进CS算法最高耗能为2 J,耗能较低,该方法将指导移动网络在工业应用中的实现。

The mobile network data transmission process did not take into account the correlation between data,leading to high energy consumption during data transmission.To solve this problem,a low-energy transmission method for massive data in mobile networks based on improved CS algorithm is proposed.This paper analyzes the energy consumption of mass data transmission in mobile network,and introduces chaotic disturbance coefficient to improve CS algorithm.On this basis,the dual cluster head of the improved CS is selected to solve the problem of long data transmission path in the traditional method,and the low-energy transmission mode of static and dynamic transmission queue is designed.According to the experimental results,this method has complete data transmission.Under different working modes,the maximum energy consumption based on the improved CS algorithm is 2 J with low energy consumption.This method will guide the implementation of mobile network in industrial applications.