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首页> 外文期刊>IAENG Internaitonal journal of computer science >Exploring Analytical Models for Proactive Resource Management in Highly Mobile Environments
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Exploring Analytical Models for Proactive Resource Management in Highly Mobile Environments

机译:高层移动环境中主动资源管理的分析模型

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摘要

In order to provide ubiquitous communication, seamless connectivity is now required in all environments including highly mobile networks. By using vertical handover techniques it is possible to provide uninterrupted communication as connections are dynamically switched between wireless networks as users move around. However, in a highly mobile environment, traditional reactive approaches to handover are inadequate. Therefore, proactive handover techniques, in which mobile nodes attempt to determine the best time and place to handover to local networks, are actively being investigated in the context of next-generation mobile networks. Using this approach, it is possible to enhance channel allocation and resource management by using probabilistic mechanisms; because, it is possible to explicitly detect contention for resources. This paper presents a proactive approach for resource allocation in highly mobile networks and analyzed the user contention for common resources such as radio channels in highly mobile wireless networks. The proposed approach uses an analytical modelling approach to model the contention and results are obtained showing enhanced system performance. Based on these results an operational space has been explored and are shown to be useful for emerging future networks such as 5G by allowing base stations to calculate the probability of contention based on the demand for network resources. This study indicates that the proactive model enhances handover and resource allocation for highly mobile networks. This paper analyzed the effects of and alpha and beta, in effect, how these parameters affect the proactive resource allocation requests in the contention queue has been modelled for any given scenario from the conference paper "Exploring analytical models to maintain quality-of-service for resource management using a proactive approach in highly mobile environments".
机译:为了提供无处不在的通信,在包括高度移动网络的所有环境中,现在需要无缝连接。通过使用垂直切换技术,可以提供不间断的通信,因为当用户移动时,连接在无线网络之间动态切换。然而,在高度移动的环境中,传统的交换方法不足。因此,在下一代移动网络的背景下,主动切换技术,其中移动节点尝试确定要切换到本地网络的最佳时间和地点。使用这种方法,可以使用概率机制来增强信道分配和资源管理;因为,可以明确地检测资源的争用。本文提出了高度移动网络中资源分配的主动方法,并分析了高度移动无线网络中的广播信道等公共资源的用户争用。所提出的方法使用分析建模方法来模拟争用和结果,显示出增强的系统性能。基于这些结果,已经探索了操作空间,并且显示用于通过允许基站基于对网络资源的需求来计算争用的概率来新兴地实现未来的网络,例如5G。本研究表明,主动模型增强了高级移动网络的切换和资源分配。本文分析了α和β的影响,实际上这些参数如何影响争用队列中的主动资源分配请求已经为来自会议论文的任何特定方案建模的,“探索分析模型以维护服务质量资源管理在高度移动环境中使用主动方法“。

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