基于改进粒子群算法的物联网载波通信能耗控制方法  

Energy consumption control method of Internet of Things carrier communication based on improved particle swarm algorithm

作　　者：戎宇轩 RONG Yuxuan(Central South University,School of Computer Science and Engineering,Changsha 410083,China)

机构地区：[1]中南大学计算机学院,湖南长沙410083

出　　处：《长江信息通信》2024年第2期14-16,共3页Changjiang Information & Communications

摘　　要：应用物联网载波通信技术进行设备数据的传输,会产生较高的通信能耗,为此,研究基于改进粒子群算法的物联网载波通信能耗控制方法。通过扩频通信原理获取物联网载波通信信号,以增强带宽去除信号自身噪声,按照通信信号产生的相关能耗参数进行频谱转换;利用改进粒子群算法确定最优中心位置,以全局最优值建立通信能耗控制函数,实现物联网载波通信的能耗控制。实验结果表明:该方法可以减少传输功率,具有应用价值。The application of Internet of Things carrier communication technology for the transmission of equipment data will produce high communication energy consumption.Therefore,the energy consumption control method of Internet of Things carrier communication based on the improved particle swarm algorithm is studied.The carrier communication signal of the Internet of Things is obtained through the spread spectrum communication principle,so as to enhance the bandwidth to remove the noise of the signal itself,and convert the spectrum according to the relevant energy consumption parameters;using the improved particle swarm algorithm to determine the optimal center position,establish the energy consumption control function with the global optimal value to realize the energy consumption control of the carrier communication.The experimental results show that the method can reduce the transmission power and has the application value.

关 键 词：改进粒子群算法 物联网载波通信 通信能耗 能耗控制 

分 类 号：TN929.5[电子电信—通信与信息系统]