物联网内节点信任传递能耗智能感知仿真  

Intelligent Sensing Simulation of Trust Tran smission Energy Consumption of Internet of Things Nodes

作　　者：董建军 樊建伟 DONG Jian-jun;FAN Jian-wei(School of Big Data and Artificial Intelli gence,Xinyang University,Xinyang Henan 464000,China;School of Computer and Information Techno logy,Xinyang Normal University,Xinyang Henan 464000,China)

机构地区：[1]信阳学院大数据与人工智能学院,河南信阳464000 [2]信阳师范大学计算机与信息技术学院,河南信阳464000

出　　处：《计算机仿真》2024年第7期442-446,共5页Computer Simulation

摘　　要：物联网由大量分布在不同位置的节点组成,通过能耗感知,可以优化信任传递路径的选择和节点之间的通信方式,从而提高整个物联网网络的性能和效率。因此,提出一种物联网节点信任传递能耗智能感知方法。通过对物联网体系架构展开分析,提取物联网节点信任传递能耗评估指标,建立对应的指标体系。利用T-S模糊神经网络获取各个指标对应的节点信任传递能耗智能感知结果,通过层次分析法将全部感知结果展开融合处理,最终实现物联网节点信任传递能耗智能感知。通过实验分析表明,所提方法可以精准感知物联网节点信任传递能耗变化情况且感知效率高,耗时短,可以为物联网节点信任传递能耗智能感知的进一步研究和应用提供重要的参考依据。The Internet of Things is composed of a large number of nodes distributed in different locations.Through energy consumption perception,the selection of trust transmission paths and com munication methods between nodes can be optimized,thereby improving the performance and efficiency of the IoT network.Therefore,a method of intelligent perception for energy consumpti on through trust transmission among IoT node s was proposed.By analyzing the architecture of the Internet of Things sy stem,we extracted the energy consumption eva luation indicators for trust transmission of IoT nodes,thus constructing an indicator system.Then,we used the T-S fuz zy neural network to obtain the intelligent perception results of energy consumption corresponding to each indicator.Moreover,we adopted the method of analytic hierarchy process to fuse all perception results.Finally,we achieved the intelligent perception of energy consumption through trust transfer am ong IoT nodes.Experimental analysis proves that the proposed method can accurately perceive the changes in energ y consumption during trust transmission among IoT nodes,with high perception efficiency and short time consumptio n,which can provide an important reference for further research and application of intelligent perception of energy consumption in trust transfer among IoT nod es.

关 键 词：物联网节点 信任 传递能耗 智能感知 

分 类 号：TP309[自动化与计算机技术—计算机系统结构] TP393[自动化与计算机技术—计算机科学与技术]