Title :
A Fuzzy Adaptive Soft Handover Scheme Supporting Four Active Sets
Author :
Yang, Kemeng ; Gondal, Iqbal ; Qiu, Bin ; Dooley, Laurence S.
Author_Institution :
Monash Univ., Melbourne
Abstract :
Load imbalance between cells caused by random user distribution is a common issue in cellular systems, which often leads to traffic congestion. This can be alleviated by embedding a load balancing strategy into the handover scheme to dynamically reallocate load between neighbouring cells. A fuzzy adaptive soft handover scheme that can support four active set size is presented in this paper. In this paper, three fuzzy systems for radio link: addition, removal and replacement events are used and tuned to adapt to the soft handover thresholds and time hysteresis efficiently, depending upon the loads of the cells in user´s active set. Simulation results show that the new fuzzy algorithm alleviates congestion and provides improved system performance in terms of both lower blocking probabilities and higher system capacity.
Keywords :
cellular radio; fuzzy set theory; random processes; resource allocation; telecommunication traffic; active set size; cellular system; fuzzy adaptive soft handover scheme; load balancing strategy; probability; radio link; random user distribution; traffic congestion; Frequency; Fuzzy sets; Fuzzy systems; GSM; Hysteresis; Interference; Load management; Multiaccess communication; Radio link; Signal to noise ratio;
Conference_Titel :
Computer and Information Science, 2007. ICIS 2007. 6th IEEE/ACIS International Conference on
Conference_Location :
Melbourne, Qld.
Print_ISBN :
0-7695-2841-4
DOI :
10.1109/ICIS.2007.20