Title :
Mobility Management Incorporating Pattern Recognition in the Handoff Decision
Author :
Kwong, C.F. ; Lee, S.W. ; Sim, M.L.
Author_Institution :
Fac. of Eng. & Technol., INTI Int. Univ. Coll. Nilai, Nilai
Abstract :
In the age of global communications, heterogeneous networks are seen to be the best choice of strategy to ensure continuous and uninterruptible services. This will allow mobile terminal to stay in connection even they are migrating into different segment coverage through the handoff process. In the quest for efficient handoff especially in the heterogeneous environment, various techniques of handoff decision making have been used. This paper will discuss different techniques in the traditional handover decision algorithm and explore the method of handoff decision using pattern recognition method, mainly the adaptive network fuzzy inference system (ANFIS). The paper will also present results simulated in an experiment, and comparison between different handoff algorithms with respect to ANFIS.
Keywords :
fuzzy set theory; inference mechanisms; mobility management (mobile radio); pattern recognition; ANFIS; adaptive network fuzzy inference system; handover decision algorithm; mobility management; pattern recognition; Bit error rate; Degradation; Global communication; Hysteresis; Inference algorithms; Mobile radio mobility management; Pattern recognition; Quality of service; Satellite broadcasting; Signal to noise ratio; ANFIS; Handoff Decision; Mobility Management; Pattern Recognition;
Conference_Titel :
Advanced Computer Control, 2009. ICACC '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3330-8
DOI :
10.1109/ICACC.2009.140