PSO-NF based vertical handoff decision for ubiquitous heterogeneous wireless network(UHWN). Nurjahan, Rahman, S., Sharma, T., Reza, S., Rahman, M., & Kaiser, M. In IWCI 2016 - 2016 International Workshop on Computational Intelligence, 2017.
abstract   bibtex   
© 2016 IEEE. 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.
@inproceedings{
 title = {PSO-NF based vertical handoff decision for ubiquitous heterogeneous wireless network(UHWN)},
 type = {inproceedings},
 year = {2017},
 identifiers = {[object Object]},
 keywords = {Neuro-Fuzzy,PSO,QoS,RSSI,VHO},
 id = {86ed648e-7bf2-38e8-a4ff-81aa1af27c98},
 created = {2018-08-01T22:39:59.374Z},
 file_attached = {false},
 profile_id = {86d0a3fe-915f-3d60-83e8-6b5e820c3322},
 last_modified = {2018-08-01T22:39:59.374Z},
 read = {false},
 starred = {false},
 authored = {true},
 confirmed = {false},
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 abstract = {© 2016 IEEE. 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.},
 bibtype = {inproceedings},
 author = {Nurjahan, undefined and Rahman, S. and Sharma, T. and Reza, S.M. and Rahman, M.M. and Kaiser, M.S.},
 booktitle = {IWCI 2016 - 2016 International Workshop on Computational Intelligence}
}
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