首页|物联网双层耦合动力学信息传播模型研究

物联网双层耦合动力学信息传播模型研究

扫码查看
信息传播模型的研究是物联网领域的重要组成部分,它有助于提高物联网系统的性能和效率,促进物联网技术的进一步发展,针对物联网通信中影响信息传播的因素复杂且不稳定的问题,该文提出一种双层耦合信息传播模型SIVR-UAD,通过分析物联网中不同状态的设备和用户对信息传播的影响,建立了6种耦合状态,并利用马尔科夫方法分析耦合节点的状态变化过程,找到信息传播平衡点,最后通过理论分析证明了模型的平衡点的唯一性以及稳定性.仿真结果表明,在3组不同的初始耦合节点数下,SIVR-UAD模型中的6种耦合节点数量变化始终趋向同一稳定水平,证明了该模型的平衡点和稳定性.
Research on the Double Layer Coupling Dynamic Information Propagation Model of the Internet of Things
The study of information dissemination models is an important component of the Internet of Things field,which helps to improve the performance and efficiency of IoT systems,promote the further development of IoT technology.In response to the complex and unstable factors that affect information dissemination in IoT communication,a double-layer coupled information dissemination model SIVR-UAD(Susceptible,Infection,Variant,Recovered-Unknown,Aware,Disinterest)is proposed,which analyzes the impact of devices and users in different states on information dissemination in the Internet of Things,Six coupling states were established,and the Markov method was used to analyze the state change process of the coupling nodes,finding the information dissemination equilibrium point.Finally,the uniqueness and stability of the equilibrium point of the model were proved through theoretical analysis.The simulation results show that under three different initial coupling node numbers,the number of six coupling nodes in the SIVR-UAD model always tends to the same stable level,proving the equilibrium point and stability of the model.

IoT communicationSusceptible,Infection,Variant,Recovered-Unknown,Aware,Disinterest(SIVR-UAD)A double layer coupled information propagation modelProof of stability

张月霞、常凤德

展开 >

北京信息科技大学现代测控技术教育部重点实验室 北京 100020

高动态导航北京市实验室 北京 100020

物联网通信 SIVR-UAD 双层耦合信息传播模型 稳定性证明

2024

电子与信息学报
中国科学院电子学研究所 国家自然科学基金委员会信息科学部

电子与信息学报

CSTPCD北大核心
影响因子:1.302
ISSN:1009-5896
年,卷(期):2024.46(8)