Comparison of MADM decision algorithms for interface selection in heterogeneous wireless networks

Phuoc Nguyen Tran · Nadia Boukhatem

60 citations0/0 files storedInternational Conference on Software, Telecommunications and Computer Networks (SoftCOM)

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Multi-Criteria Decision Making Mobile Ad Hoc Networks IPv6, Mobility, Handover, Networks, Security

Abstract

Current mobile terminals are often equipped with several network interfaces, which may be of different access technologies, both wireless and cellular. It is possible to select dynamically the best interface according to different attributes such as the interface characteristics, user preferences and/or application preferences, … MADM is an algorithmic approach suitable to realize a dynamic interface selection with multiple alternatives (interfaces) and attributes (interface characteristics, user preferences …). In this paper, we compare the performance of three MADM algorithms e.g. SAW, WP, and TOPSIS. The simulation results show that each algorithm has its own limitations. TOPSIS suffered from “ranking abnormality” problem, SAW and WP provide less accuracy in identifying the alternative ranks compared to TOPSIS.

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References

1981Multiple Attribute Decision Making: Methods and Applications 1995Multiple Attribute Decision Making 2007A simulation based comparative study of normalization procedures in multiattribute decision making

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2017Comparison of weighted product method and technique for order preference by similarity to ideal solution method: Complexity and accuracy 2008The distance to the ideal alternative (DiA) algorithm for interface selection in heterogeneous wireless networks 2016Utility function-based TOPSIS for network interface selection in Heterogeneous Wireless Networks

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