PSO-NF based Vertical Handoff Decision for Ubiquitous Heterogeneous Wireless Network(UHWN)

被引:0
|
作者
Nurjahan [1 ]
Rahman, Saoreen [2 ]
Sharma, Tanusree [1 ]
Reza, S. M. [1 ]
Rahmanall, M. M. [1 ]
Kaiser, M. S. [3 ]
机构
[1] Jahangirnagar Univ, Inst Informat Technol, Dhaka 1342, Bangladesh
[2] BUBT, Dhaka 1216, Bangladesh
[3] Anglia Ruskin Univ, Anglia Ruskin IT Res Inst, Chelmsford, Essex, England
关键词
PSO; Neuro-Fuzzy; RSSI; VHO; QoS; ALGORITHM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, Hybrid of Particle Swarm Optimization (PSO) and Neuro-Fuzzy (NF) has been proposed for improving Vertical Hand-off (VHO) decision for the Ubiquitous Heterogeneous Wireless Network (UHWN). The mobile users have made VHO decision based on data-rate, dwelling time and service type, residue energy and network connection time. To reduce the computational complexity, the pre-decision of VHO is made based on preference of user and number of non-occupied channel. The main aim is the improvement of Quality of Service (QoS) of link and reduction of hand-off frequency. This method is able to reduce call blocking probability, hand-off latency and hand-off call dropping probability, improve the throughput and also balance the load of radio access technologies. The execution of the proposed system has been performed using NS 2 simulator. The numerical results of the proposed algorithm outperforms the state-of-the-art method.
引用
收藏
页码:153 / 158
页数:6
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