MADM方法在垂直切换决策中的应用

M. Mansouri, L. Cherkaoui
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引用次数: 12

摘要

垂直切换是互联网世界中的一个重要问题。事实上,随着可能提供的服务的多样性,互联网的使用正变得越来越广泛,从电子邮件、数据和视频传输到物联网。在过去的二十年里,互联网用户的数量已经达到了数百万人,此外,他们愿意随时随地无线连接到最好的技术,在永远最好的连接范式(ABC)下。如今,移动终端配备了多个接口,允许它们连接到任何可用的无线接入技术,这引发了垂直切换的发生。垂直切换是指无线接入技术的改变(例如:从Wi-Fi到4G),而水平切换是指改变基站或接入点,同时保持相同的无线技术。因此,垂直切换过程需要改进,特别是决策阶段,这是最关键的,而传感器和天线技术的发展非常迅速,收集更有效的指标,随时做出更快,更精确的决策。研究垂直移交决策的理论有效用函数、模糊理论、神经网络、人工智能和多属性决策等。自然,MADM方法最适合这类决策问题。此外,这些算法相对容易实现,并且执行速度足够快,可以确保“无缝”切换,而不会中断服务和会话。本文的目的是研究在120种MADM方法组合中,哪种MADM组合是相对最好的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The use of MADM methods in the vertical handover decision making context
The vertical handover is an important issue in the world of internet. In fact, the use of internet is becoming wider with the diversity of possible offered services, going from emailing, Data and video transfers, to IoT. The number of internet users has reached multimillions of people these last two decades, in addition, they are willing to connect wirelessly anytime and anywhere, to the best available technology, under the Always Best-Connected paradigm (ABC). The mobile terminals are nowadays, equipped with multiple interfaces, allowing them, to connect to any available wireless access technology, and this provokes vertical handovers to happen. The vertical handover is the changing of the wireless access technology (Ex: from Wi-Fi to 4G), unlike the horizontal handover, which means changing the base station or access point, while staying within the same wireless technology. Thus, the vertical handover process needs to be improved, especially the decision phase, which is the most crucial, while the sensors and antennas' technologies are developing very fast, to collect more efficient metrics, to make faster and more precise decisions anytime. Many theories have been used to deal with the vertical handover decision making, like utility function, fuzzy theory, neural networks, artificial intelligence, and Multi-Attributes Decision Making (MADM). Naturally, MADM methods are the most suitable for this kind of decision making issues. Moreover, these algorithms are relatively simple to implement, and are executing fast enough, to ensure a “seamless” handover, without interrupting the services and sessions. The aim of this paper is to investigate which MADM combination is relatively the best, amongst 120 combinations of MADM methods compared.
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