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Automated network selection for service delivery across all-IP heterogeneous wireless systems.

机译:自动网络选择,用于跨全IP异构无线系统的服务交付。

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摘要

A crucial step in achieving service delivery in heterogeneous all-IP wireless systems is the selection of an appropriate delivery network. Simple network selection mechanisms as they exist today cannot be applied in this new service environment. Because of the revenue and service impacting nature of the problem, it has been considered critical by the communication industry to find a good solution. In our research we have investigated the scope of the problem and addressed both the architectural and algorithmic aspects of the problem.;We developed a two step decision process for a network-assisted network selection mechanism that combines non-compensatory and compensatory multi-attribute decision making (MADM) algorithms. We have proposed enhancements to several MADM algorithms for their application to network selection. In order to deal with ranking abnormalities, we have proposed an improvement to the standard TOPSIS algorithm when it is applied to network selection by adopting an iterative approach. We have identified the need for support of non-monotonic utility for attributes used in network selection decision making and demonstrated that GRA is better suited for achieving this type of optimization objective. We have modified ELECTRE so that it can be used for network selection with attributes exhibiting non-monotonic utility. Our contributions in terms of modification to TOPSIS and ELECTRE and the usage of GRA with non-monotonic utility are not specific to the problem of network selection but these ideas can be used in other problems with similar requirements. We have developed a decision strategy for network selection in the absence of precise input information. The decision process proposed by us uses fuzzy techniques along with data prediction for the network selection decision process in certain cases. We have developed a new function, Confidence Level, and used it as a decision support tool along with the sensitivity of the service/subscription to the missing/imprecise information.;We have proposed an architectural framework that is based on the network assisting the terminal in the decision about network selection. The proposed solution minimizes usage of the wireless links and would work with currently deployed infrastructure. It is scalable, flexible and supports roaming.
机译:在异构全IP无线系统中实现服务交付的关键步骤是选择合适的交付网络。目前存在的简单网络选择机制无法在这种新服务环境中应用。由于收入和服务影响问题的性质,通信行业一直认为找到一个好的解决方案至关重要。在我们的研究中,我们研究了问题的范围,并解决了问题的体系结构和算法方面。我们为组合无补偿和有补偿的多属性决策的网络辅助网络选择机制开发了两步决策过程制作(MADM)算法。我们提出了几种MADM算法的增强功​​能,以将其应用于网络选择。为了处理排名异常,我们提出了一种对标准TOPSIS算法的改进,该算法在采用网络迭代法进行网络选择时得到了改进。我们已经确定了对在网络选择决策中使用的属性支持非单调实用性的需求,并证明了GRA更适合实现此类优化目标。我们修改了ELECTRE,使其可以用于具有非单调实用性的属性的网络选择。我们在修改TOPSIS和ELECTRE以及在非单调实用程序中使用GRA方面所做的贡献并不特定于网络选择问题,而是可以将这些思想用于具有类似要求的其他问题中。我们已经制定了在没有精确输入信息的情况下进行网络选择的决策策略。我们提出的决策过程在某些情况下将模糊技术与数据预测一起用于网络选择决策过程。我们开发了一个新功能Confidence Level,并将其用作决策支持工具以及服务/订阅对丢失/不精确信息的敏感性。;我们提出了一个基于网络的技术架构框架,该网络辅助终端在有关网络选择的决定中。提出的解决方案可最大程度地减少无线链路的使用,并且可以与当前部署的基础架构一起使用。它具有可扩展性,灵活性,并支持漫游。

著录项

  • 作者

    Bari, Farooq.;

  • 作者单位

    The University of British Columbia (Canada).;

  • 授予单位 The University of British Columbia (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 146 p.
  • 总页数 146
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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