Abstract
Numerous wireless communication technologies have been employed to manage mobile users anywhere, any time and anyhow. Additionally, users are more and more fascinated by multimedia applications such as voice, audio and video, which require Quality of Service (QoS) support. To retain the user with Always Best Connected network in such restrictions is a challenging issue. A contemporary approach for efficient network selection in wireless heterogeneous networks is conferred. The approach composed of two criteria: the first is the cost function comprising of received signal strength, available bit rate, signal to noise ratio, throughput and bit error rate metrics. The metrics’ respective weights are being optimized by Particle Swarm Optimization (PSO). The second criterion consists of fuzzy logic system fed with similar metrics as inputs and targeted towards same output. The final decision of network selection is taken by the blend of these two criteria. Simulation results indicated that the proposed scheme based on Cost function, PSO and Fuzzy system (C-P-F) provided better performance in terms of minimizing the unnecessary handoffs (network selection rate), utility degree and load balancing. The proposed algorithm (C-P-F) significantly reduces the network selection rate by 50% as compared to existing algorithm based on cost function and PSO. This reduction indicated higher probability of guaranteed session continuity and good quality of the currently running service, which resulted in high user satisfaction levels. It enhances user satisfaction 55% and reduced network selection rate upto 75% in comparison of existing network selection techniques.
Similar content being viewed by others
References
Çeken, C., Yarkan, S., & Arslan, H. (2010). Interference aware vertical handoff decision algorithm for quality of service support in wireless heterogeneous networks. Computer Networks, 54(5), 726–740.
Zhang, W. (2004). Handover decision using fuzzy MADM in heterogeneous networks. In Proceeding of IEEE conference on wireless communications and networking conference, WCNC (Vol. 2, pp. 653–658).
Koutsorodi, A. A., Adamopoulou, E. F., Demestichas, K. P., & Theologou, M. E. (2006). Terminal management and intelligent access selection in heterogeneous environments. Journal Mobile Networks and Applications, 11(6), 861–871.
Alkhawlani, M., & Ayesh, A. (2008). Access network selection based on fuzzy logic and genetic algorithms. Advances in Artificial Intelligence. 12, Article ID 793058.
Giupponi, L., Agustí, R., Pérez-Romero, J., & Sallent, O. (2003). A novel approach for joint radio resource management based on fuzzy neural methodology. IEEE Transactions on Vehicular Technology, 57(3), 1789–1805.
Khan, M. A., Sivrikaya, F., & Albayrak, S. (2009). Auction based interface selection in heterogeneous wireless networks. In Proceedings of 2nd IFIP on Wireless Days (WD) (pp. 1–6).
Juanjuan, F., Shanzhi, C., Bo, H. U, & Yan, S. H. I. (2009). An autonomic interface selection method for multi-interfaces mobile terminal in heterogeneous wireless environment. In Proceedings of WRI world congress on computer science and information engineering, 2009 (Vol. 5, pp. 107–111).
Ai, X., Zhou, W., Xie, B., & Song, J. (2010). Network selection issue in heterogeneous wireless environment. In Proceedings of wireless communication and network conference (pp. 1–6).
Prakash, A. S. N. (2012). Vertical handoff decision algorithm for improved quality of service in heterogeneous wireless networks. IET Communications, 6(2), 211–223.
Tudzarov, A., & Janevski, T. (2011). Efficient radio access technology selection for the next generation wireless networks. International Journal of Research and Reviews in Next Generation Networks, 1(1), 14–25.
Radhika, K., & Reddy, A. V. G. (2011). Network selection in heterogeneous wireless networks based on fuzzy multiple criteria decision making. In Proceedings of 3rd international conference on electronics computer technology (ICECT) (pp. 136–139).
Alkhawlani, M. M., & Mohsen, A. M. (2012). Hybrid approach for radio network selection in heterogeneous wireless networks. International Journal of Advanced Science and Technology, 44, 33–48.
Sangwan, S. (2012). UIVH-algorithm for seamless mobility in heterogeneous wireless network. In Proceedings of the CUBE international information technology conference (pp. 210–215).
Vasu, K., Maheshwari, S., Mahapatra, S., Kumar, C. S., Article, I., Url, A., et al. (2012). QoS-aware fuzzy rule-based vertical handoff decision algorithm incorporating a new evaluation model for wireless heterogeneous networks. EURASIP Journal on Wireless Communications and Networking, 2012, 322.
Kaleem, F., Mehbodniya, A., Islam, A., Yen, K. K., & Adachi, F. (2013). Dynamic target wireless network selection technique using fuzzy linguistic variables. China Communications, 10(1), 1–16.
Rios, V. D. M., Monteiro, C. D. C., & Cunha, V. C. (2013). Alternatives to network selection in heterogeneous wireless environments. ICACT Transactions on Advanced Communications Technology (ICACT-TACT), 2(3), 240–252.
Lahby, M., Cherkaoui, L., & Adib, A. (2013). A novel ranking algorithm based network selection for heterogeneous wireless access. In Proceedings of IEEE consumer communications and networking conference (CCNC), 2013 (pp. 485–489).
Thumthawatworn, T., Pervez, A., & Santiprabhob, P. (2013). Adaptive modular fuzzy-based handover decision system for heterogeneous wireless networks. International Journal of Networks and Communications, 3(1), 25–38.
Goel, N., Purohit, N., & Singh, B. R. (2014). A new scheme for network selection in heterogeneous wireless network using fuzzy logic. International Journal of Computer Applications, 88(3), 0975–8887.
Singh, N. P., & Singh, B. (2010). Performance enhancement of cellular network using adaptive soft handover algorithm. Wireless Personal Communication, 62, 41–53.
Jafari, A. H., & Shahhoseini, H. S. (2016). A location aware history-based approach for network selection in heterogeneous wireless networks. Turkish Journal of Electrical Engineering and Computer Sciences, 24, 2929–2948.
Roman, C., Liao, R., Ball, P., & Ou, S. (2016). Mobility and network selection in heterogeneous wireless networks: user approach and implementation. Network Protocols and Algorithms, 8(2), 107–122.
Eberle, D. (2011). LTE vs. WiMAX 4th generation telecommunication networks, Computer Engineering B.Sc. Berlin Institute of Technology, Germany.
Gelabert, X., Perez-Romero, J., Sallent, O., & Agusti, R. (2005). On the impact of multi-mode terminals in heterogeneous wireless access networks, In 2nd International symposium on wireless communication systems (pp 39–43).
Ahuja, K., Singh, B., & Khanna, R. (2013). Particle Swarm Optimization based network selection in heterogeneous wireless environment. Optik International Journal for Light and Electron optics, 125(1), 214–219.
Kaleem, F. (2012). VHITS: Vertical handoff initiation and target selection in a heterogeneous wireless network. FIU Electronic Theses and Dissertations, Florida International University.
Ahuja, K., Singh, B., & Khanna, R. (2015). Optimal network selection in heterogeneous wireless environment for multimedia services. Wireless Personal Communication, 83(1), 441–454.
Nguyen-Vuong, Q., Ghamri-Doudane, Y., & Agoulmine, N. (2008). On utility models for access network selection in wireless heterogeneous networks. In Proceedings of IEEE/IFIP network operations and management symposium (NOMS), Brazil.
Klimasauskas, J. (2011). Designing the algorithm for network discovery and selection in heterogeneous radio network environment. Master Thesis, Aalborg University.
www.cisco.com/en/US/docs/solutions/Enterprise/Mobility/wifich5.html.
www.clearone.com/Standards-BasedDesktopVideoConferencing/collaborate_Dekstop-0.pdf.
Giupponi, L., Agustí, R., Pérez-Romero, J., & Sallent O. (2005). Joint radio resource management algorithm for multi-RAT networks. In Proceedings of IEEE conference on global telecommunications, 2005. GLOBECOM ‘05 (Vol. 6, p. 3855).
Tudzarov, A., & Janevski, T. (2011). Experience-based radio access technology selection in wireless environment. In Proceedings of international conference on computer as a tool (EUROCON) (pp 1–4).
Mohamed, L., Leghris, C., & Adib, A.(2011). A hybrid approach for network selection in heterogeneous multi-access environments. In Proceedings of 4th IFIP international conference on new technologies, mobility and security (NTMS) (pp. 1–5).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Ahuja, K., Singh, B. & Khanna, R. Network Selection in Wireless Heterogeneous Environment by C-P-F Hybrid Algorithm. Wireless Pers Commun 98, 2733–2751 (2018). https://doi.org/10.1007/s11277-017-4998-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11277-017-4998-1