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Satellite Network Resource Association Analysis and Collaborative Optimization Method

机译:卫星网络资源协会分析与协作优化方法

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With the continuous development of satellites, the number and types of satellites continue to grow, people are increasingly demanding satellites, and the demand for satellite networks is increasing. Due to the wide coverage of the satellite, the long distance from the ground, the high dynamics, and many types, the difficulty of satellite network resource management is increased, resulting in a series of problems such as improper resource management and idle resources in the satellite network. In view of the above problems, this paper firstly uses the coarse-grained method to classify the satellite network's multi-dimensional resources and uses the characteristic parameters of the resource elements to perform fine-grained characterization and analysis of the satellite network resources; then, because the single resource element can't meet the needs of various tasks of the satellite network, a multi-dimensional resource element association algorithm for satellite networks is proposed; finally, for the multi-dimensional resource collaborative optimization problem, a resource conversion strategy is pro proposed to solve the problem of resource shortage in satellite network communication. After simulation verification, the resource conversion strategy is better than the traditional method under the shortage of satellite network communication resources.
机译:随着卫星的不断发展,卫星的数量和类型持续增长,人们越来越苛刻的卫星,对卫星网络的需求增加。由于卫星的广泛覆盖范围,远距离从地面,高动态和多种类型,卫星网络资源管理的难度增加,导致了一系列问题,如不当资源管理和空闲资源卫星网络。鉴于上述问题,本文首先使用粗粒化方法来分类卫星网络的多维资源,并使用资源元素的特征参数来执行卫星网络资源的细粒度表征和分析;然后,因为单个资源元素不能满足卫星网络的各种任务的需求,所以提出了一种用于卫星网络的多维资源元素关联算法;最后,对于多维资源协作优化问题,Pro提出了一种资源转换策略来解决卫星网络通信中资源短缺问题。在仿真验证之后,资源转换策略优于卫星网络通信资源短缺下的传统方法。

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