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首页> 外文期刊>International Journal of Satellite Communications and Networks >Velocity-aware handover prediction in LEO satellite communication networks
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Velocity-aware handover prediction in LEO satellite communication networks

机译:LEO卫星通信网络中的速度感知切换预测

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摘要

The previous satellite handover prediction and ground cellular network were mainly studied in the static steady satellite links. Rare work has been conducted to resolve the dynamic satellite handover prediction. The complexity of this problem comes from that the multiple link states of the satellite change with the users' movements. To reckon with these challenges, the time-expanded graph, in which the covering satellite and the handover strategy are treated as its node and arc weight respectively, is constructed in this paper. And the handover prediction is viewed as finding the shortest path of the time-expanded graph dynamically based on the previous state with the perception of velocity. Compared with the previous approaches in the satellite handover prediction, the proposed method can effectively avoid the handover prediction failure and reduce the redundant computation triggered by static update algorithms. Simulation results are presented to show the improvements.
机译:先前的卫星切换预测和地面蜂窝网络主要在静态稳定卫星链路中进行研究。已经进行了很少的工作来解决动态卫星切换预测。这个问题的复杂性来自于卫星的多个链路状态随用户的移动而变化。为了应对这些挑战,本文构建了时间扩展图,在该图中将覆盖卫星和切换策略分别视为其节点和弧权。并且切换预测被视为基于具有速度感知的先前状态来动态地找到时间扩展图的最短路径。与现有的卫星切换预测方法相比,该方法可以有效避免切换预测失败,减少静态更新算法触发的冗余计算。仿真结果表明了改进。

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