Title :
Adaptive Vertical Mobility Decision in Heterogeneous Networks
Author :
Horrich, Sana ; Ben Jamaa, S. ; Godlewski, Philippe
Author_Institution :
France Telecom, Paris
Abstract :
This paper focuses on mobility management between heterogeneous Radio Access Networks (RANs). A fuzzy multi-criteria vertical handover algorithm that enhances the system performances is proposed. This algorithm is based on fuzzy logic control. The Fuzzy Logic Controller (FLC) takes into account multiple relevant criteria and a set of rules defined from prior knowledge. Neural network adapts automatically the FLC parameters to the environment fluctuations and the traffic variations. The performances of our handover algorithm are evaluated and compared to a conventional vertical handover algorithm by means of simulations. The proposed handover algorithm improves the user- perceived performances.
Keywords :
fuzzy logic; mobility management (mobile radio); neurocontrollers; radio access networks; telecommunication control; adaptive vertical mobility decision; fuzzy logic controller; heterogeneous networks; heterogeneous radio access networks; mobility management; Automatic control; Communication system traffic control; Fluctuations; Fuzzy logic; Fuzzy systems; Mobile radio mobility management; Neural networks; Performance evaluation; Radio access networks; Traffic control;
Conference_Titel :
Wireless and Mobile Communications, 2007. ICWMC '07. Third International Conference on
Conference_Location :
Guadeloupe
Print_ISBN :
0-7695-2796-5
Electronic_ISBN :
0-7695-2796-5
DOI :
10.1109/ICWMC.2007.16