Title :
Dynamically adaptive handover decision mechanism for video streaming in wireless mobile networks
Author :
Thumthawatworn, Thanachai ; Pervez, Anjum ; Santiprabhob, Pratit
Author_Institution :
Fac. of Eng., Sci. & the Built Environ., London South Bank Univ., London, UK
Abstract :
Intelligent decision engine is necessary to support seamless handover and multimedia services in heterogeneous wireless mobile networks. In this paper, a matched monolithic fuzzy decision engine (FDE), which is tailored to match the QoS and data rate requirements of video streaming traffic, is presented. The proposed decision engine helps to improve the overall network selection performance for a number of video streaming options (standards). The above work is further enhanced by introducing an adaptive mechanism. This is achieved by employing multiple dedicated FDEs, each matched to one of the available video streaming standards. This approach further improves the network selection performance. Limitation of the adaptive design in relation to the need for a large number of dedicated FDEs is overcome by incorporating a new process of dynamic modification of the fuzzy membership functions (FMFs). This process automatically tailors the FMFs to match the requirement of the video streaming standard selected by the mobile user. Thus, the functionality of the adaptive design is fully realized but only employing a single FDE.
Keywords :
fuzzy systems; mobility management (mobile radio); quality of service; telecommunication traffic; video streaming; wireless channels; FDE; FMF; QoS; data rate requirements; dynamically adaptive handover decision mechanism; fuzzy membership functions; heterogeneous wireless mobile networks; intelligent decision engine; matched monolithic fuzzy decision engine; multimedia services; network selection performance; quality of service; seamless handover; video streaming traffic; Engines; Handover; Mobile communication; Quality of service; Streaming media; Wireless networks; adaptive decision engine; fuzzy logic; heterogeneous; vertical handover; wireless mobile;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2014 11th International Conference on
Conference_Location :
Nakhon Ratchasima
DOI :
10.1109/ECTICon.2014.6839798