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Context-Aware Handoff Decision for Wireless Access Networks using Bayesian Networks

机译:使用贝叶斯网络的无线访问网络的上下文感知切换决策

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One of the challenging tasks of current generation wireless networks consist of supporting service continuity when users roam around different networks such as Wi-Fi, Bluetooth, and Cellular networks. This happens especially when dealing with applications such as multimedia streaming that distribute time continuous data with stringent Quality of Service (QoS) requirements like bandwidth, jitter, delay and packet loss. Session handover can solve this problem by ensuring service continuity through minimization of flow interruptions when users are mobile. Building upon a new Bayesian Belief framework, this paper proposes a context-aware handoff decision process that uses a multi-criteria decision making model to support QoS-based mobility in wireless networks. Using the widely deployed "Hugin Expert" Bayesian belief support tool, we illustrate its deployment in a network environment where mobility decisions are taken to roam around Wi-Fi or Bluetooth networks.
机译:当前一代无线网络具有挑战性的任务之一是当用户在不同的网络(例如Wi-Fi,蓝牙和蜂窝网络)中漫游时,支持服务连续性。在处理诸如多媒体流之类的应用程序时,会发生这种情况,尤其是在分配具有带宽,抖动,延迟和数据包丢失等严格的服务质量(QoS)要求的时间连续数据时。会话移交可以通过在用户移动时最大程度地减少流中断来确保服务连续性来解决此问题。在新的贝叶斯信任框架的基础上,本文提出了一种上下文感知的切换决策过程,该过程使用多准则决策模型来支持无线网络中基于QoS的移动性。使用广泛部署的“ Hugin Expert”贝叶斯信念支持工具,我们说明了其在网络环境中的部署,在该环境中,需要根据移动性决定在Wi-Fi或蓝牙网络中漫游。

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