智慧校园通信网络安全通信资源智能分配方法  

Intelligent Campus Communication Network Security Communication Resources Intelligent Allocation Method

作　　者：杨志杰 丁国平 潘敏 YANG Zhijie;DING Guoping;PAN Min(JINKEN College of Technology Training,Jiangsu Nanjing 211156 China)

机构地区：[1]金肯职业技术学院,江苏南京211156

出　　处：《长江信息通信》2024年第9期181-183,共3页Changjiang Information & Communications

基　　金：江苏省现代教育技术研究所智慧校园项目(2019-R-75631:2020-R-84350)。

摘　　要：当前校园通信网络资源分配主要依赖目标分配,效率不高,使资源分配易拥塞,为此文章提出智慧校园通信网络安全通信资源智能分配方法。根据当前测定,在进行资源流量预测,采用DQN结构,提升分配效率,设计DQN资源智能分配矩阵的基础上,构建用户优先级网络资源智能分配模型,采用自适应交叉核验的方式来实现资源分配处理。测试结果表明:此次所设计的校园通信网络安全通信资源智能分配方式更加高效、可控,整体的分配环节得到了进一步简化,具有较强的实践性。At present,the resource allocation of the campus communication network mainly depends on the target allocation,which is not efficicnt and makes the resource allocation easy to be congested.Therefore,this paper proposes an intelligent allocation method for the security communication resources of the smart campus communication network.Acording to the current measurement,on the basis of resource flow prediction,using DQN structure to improve allocation efficiency,and designing DQN resource intelligent allocation matrix,a user priority network resource intelligent allocation model is constructed,and an adaptive cross-check method is adopted to realize resource allocation processing.The test results show that the intelligent allocation of security communication resources in campus communication network is more efficient and controllable,and the overall allocation link is further simplified,which has strong practicability.

关 键 词：智慧校园 资源智能分配 分配方法 深度Q网络 

分 类 号：TN929.1[电子电信—通信与信息系统]