结合TOPSIS和VIKOR的FAHP异构无线网络选择

V. Sasirekha, M. Ilanzkumaran
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引用次数: 17

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。本文提出了一种新的多准则决策(MCDM)方法来评估和选择同构无线网络环境下的合适网络。本文提出的MCDM技术将模糊层次分析法(FAHP)与理想解相似性排序偏好法(TOPSIS)和VIKOR (VIKOR)技术相结合。FAHP用于确定标准权重,TOPSIS和VIKOR用于确定备选网络的性能排名。本研究以WLAN、GPRS、UMTS、WIMAX、CDMA等5种网路替代方案,以及带宽、延迟、抖动、误码率、重传、丢包、吞吐量、偏好、安全性、成本等10项评估标准,来选择合适的网路。
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Heterogeneous wireless network selection using FAHP integrated with TOPSIS and VIKOR
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. This paper describes a novel Multi Criteria Decision Making (MCDM) method to evaluate and select the suitable network for homogeneous wireless network environment. The proposed MCDM technique involves Fuzzy Analytical Hierarchy Process (FAHP) is integrated with Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and VlseKriterijumska Optimizacija I Kompromisno Resenje in Serbian (VIKOR) techniques. FAHP is used to determine the criteria weights, whereas TOPSIS and VIKOR used to find the performance ranking of the alternative networks. This study focuses on five network alternatives such as WLAN, GPRS, UMTS, WIMAX, and CDMA and ten evaluation criteria such as bandwidth, latency, jitter, BER, Retransmission, Packet loss, through put, preference, security, cost to select the appropriate network.
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