云计算智能嵌入式技术下光通信网络路由的研究  

Research on optical communication network routing based on cloud computing intelligent embedded technology

作　　者：冯灵霞[1] 张亚娟[1] 刘寒冰[1] FENG Lingxia;ZHANG Yajuan;LIU Hanbing(Huanghe Science And Technology College,Zhengzhou 450000,China)

机构地区：[1]黄河科技学院,郑州450000

出　　处：《激光杂志》2024年第6期185-189,共5页Laser Journal

基　　金：河南省科技攻关计划项目(No.172102210380);河南省教育厅民办教育品牌专业建设(No.ZLG209103);教育部产学合作协同育人项目(No.220803631295657);黄河科技学院优秀基层教学组织建设项目(No.jxzz201806)。

摘　　要：由于光通信传输带宽需求以及网络规模和复杂度不断增加,数据传输路径具有较多选择性,易导致路由能耗大、效率低。云计算平台可以提供海量的计算资源和存储空间,能够处理大规模的数据集,为此,基于云计算智能嵌入式技术研究一种光通信网络路由。利用嵌入式技术设计光通信网络的信号转换、编码、解码等功能,根据数据传输与网络节点的能耗特征建立网络路由能耗模型;引入蚁群算法,基于蚂蚁觅食原理找出所有可以实现数据传递的路由;采用遗传算法,通过选择、交叉、变异计算找出这些路由中数据传输最佳的路由,即能耗损失最小的路由。实验结果表明,所提技术能够提升数据传输速度,使丢包率在3.0%以下,且通信时延仅为23 ms,降低数据传送网络节点能量消耗,证实了所提方法的路由通信性能良好。Due to the increasing bandwidth requirements and network size and complexity of optical communication transmission,data transmission paths have more selectivity,which can easily lead to high energy consumption and low efficiency of routing.Cloud computing platforms can provide massive computing resources and storage space,and can handle large-scale datasets.Therefore,based on cloud computing intelligent embedded technology,a type of optical communication network routing is studied.Design the signal conversion,encoding,decoding and other functions of optical communication networks using embedded technology,and establish a network routing energy consumption model based on the energy consumption characteristics of data transmission and network nodes;Introduce ant colony algorithm and find all routes that can achieve data transmission based on the principle of ant foraging;Using genetic algorithms,the best route for data transmission among these routes is identified through selection,crossover,and mutation calculations,that is,the route with the least energy loss.The experimental results show that the proposed technology can improve data transmission speed,achieve a packet loss rate below 3.0%,and a communication delay of only 23 ms,reducing the energy consumption of data transmission network nodes,confirming the good routing communication performance of the proposed method.

关 键 词：云计算 嵌入式技术 光通信网络 最佳路由 遗传算法 最小能耗 

分 类 号：TN249[电子电信—物理电子学]