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Simulation and Analysis of Heterogeneous Traffic of Space-Ground Integrated Information Network Based on OPNET

机译:基于OPNET的空间综合信息网络异构流量的仿真与分析

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The space-ground integrated information network is a typical complex heterogeneous network. The distribution of the traditional single network or specific network traffic model is closely related to the characteristics of the network. It lacks of description of traffic space characteristics and it is difficult to describe the space-ground integrated information network with traffic large time-space span and multilayer network services and multi-hop coordination. This paper proposes a multilayer network traffic model based on time-space correlation and Markov transfer, constructs user groups for users related to traffic time and space, and combines the user's geographic changes to further optimizes the Markov-based multi-network arrival multilayer traffic model combined, and realizes example description of traffic characteristics under multiple networks such as satellites, unmanned aerial vehicle, and ground networks. In addition, this paper evaluates the model from both self-similarity and accuracy. The simulation results in OPNET show that the self-similarity error is 1.23%, the performance is improved by 12%, and the probability distribution error remains within 5%.
机译:空间地集成信息网络是典型的复杂异构网络。传统单个网络或特定网络流量模型的分布与网络的特性密切相关。它缺乏对交通空间特性的描述,并且很难用流量大的时空跨度和多层网络服务和多跳协调来描述空间综合信息网络。本文提出了一种基于时间空间相关性和马尔可夫传输的多层网络流量模型,构建与交通时间和空间相关的用户的用户组,并结合了用户的地理改变,以进一步优化基于马尔可夫的多网络到达多层流量模型结合,并实现了多个网络下的交通特性的示例描述,例如卫星,无人驾驶飞行器和地面网络。此外,本文评估了自我相似性和准确性的模型。 OPNET的仿真结果表明,自相似误差为1.23%,性能提高了12%,概率分布误差保持在5%以内。

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