比较分析了基于模糊层次分析法的MCDM方法对异构无线网络的选择

V. Sasirekha, M. Ilangkumaran, G. Sakthivel
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引用次数: 3

摘要

在异构无线环境中选择最合适的网络是向用户提供最佳服务质量的关键问题之一。在众多备选方案中选择合适的网络是一种多准则决策问题。本文的目的是描述三种MCDM方法在解决网络选择问题中的应用。提出了模糊层次分析法(FAHP)- VlseKriterijumska Optimizacija I Kompromisno Resenje in塞尔维亚语(VIKOR)、基于理想解相似性排序偏好的FAHP技术(TOPSIS)和用于富集评价的FAHP偏好排序组织法(PROMETHEE)来从各种网络方案中选择最佳网络。对各种MCDM方法的排序性能进行了比较。本研究包括无线局域网(WLAN)、通用分组无线业务(GPRS)、通用移动通信(UMTS)、码分多址(CDMA)、微波接入全球互操作性(WIMAX)等5个备选方案,以及带宽、延迟、抖动、吞吐量、误码率、丢包、重传、成本、安全性和选择合适网络的偏好等10个评估标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparative analysis of fuzzy-based AHP derived MCDM methods to select the apt heterogeneous wireless network
The selection of the most appropriate network in heterogeneous wireless environment is one of the critical issues to provide the best quality of service (QOS) to the users. The selection of an apt network among various alternatives is a kind of multi criteria decision making (MCDM) problem. The aim of this paper is to describe the applications of three MCDM methods for solving the network selection problem. Fuzzy analytic hierarchy process (FAHP)- VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian (VIKOR), FAHP-technique for order preference by similarity to ideal solution (TOPSIS) and FAHP-preference ranking organisation method for enrichment evaluation (PROMETHEE) are proposed to choose the best network among the various network alternatives. The ranking performance of various MCDM methods is also compared with each other. This study comprises five alternatives such as wireless local area network (WLAN), general packet radio service (GPRS), universal mobile telecommunication (UMTS), code-division multiple-access (CDMA), worldwide interoperability for microwave access (WIMAX) and ten evaluation criteria namely bandwidth, latency, jitter, throughput, bit error rate, packet loss, re-transmission, cost, security and preference to select the appropriate network.
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