DocumentCode :
1662789
Title :
Intelligent handover decision based on fuzzy logic for heterogeneous wireless networks
Author :
Tillapart, Piyakul ; Thumthawatworn, Thanachai ; Viriyaphol, Piboonlit ; Santiprabhob, Pratit
Author_Institution :
Networking Technol. Res. Lab., Assumption Univ., Bangkok, Thailand
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
An intelligent handover decision system (HDS) is essential to heterogeneous wireless mobile networks in order to fulfill user´s expectations in terms of universal and seamless services. With emerging real-time services in heterogeneous networking environment, including multiple QoS parameters in handover decision process seems essential. In this paper, fuzzy logic is applied to enhance the intelligence of HDS. A new fuzzy-based HDS design with the aim to reduce design complexity of fuzzy engine without sacrificing handover decision performance is proposed in the paper. The results show that, compared to non-fuzzy-based (i.e., SAW and AHP) and existing fuzzy-based decision techniques, the network selection performance of proposed HDS design is significantly better than SAW and AHP, and is superior to an existing fuzzy-based technique. The proposed HDS design is then enhanced by incorporating an adaptive mechanism enabling a further improvement in terms of the network selection performance.
Keywords :
fuzzy logic; mobility management (mobile radio); quality of service; telecommunication computing; Fuzzy Logic; HDS; adaptive mechanism; fuzzy engine design complexity reduction; heterogeneous wireless mobile network; intelligent handover decision system; multiple QoS parameter; network selection performance; Artificial neural networks; Engines; Quality of service; Security; WiMAX; Wireless LAN; Wireless networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on
Conference_Location :
Hua Hin
Type :
conf
DOI :
10.1109/ECTICon.2015.7207076
Filename :
7207076
Link To Document :
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