The method of adaptive selection of a wireless access network in a heterogeneous environment based on the theory of fuzzy sets
DOI: 10.23977/iotea.2017.31002 | Downloads: 46 | Views: 2088
Andriy Masiuk 1, Mykhailo Klymash 1, Mykola Beshley 1, Ivan Demydov 1, Oleksiy Panchenko 1
1 Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine
Corresponding AuthorMykola Beshley
The method of choosing a wireless access network in a heterogeneous environment based on the theory of fuzzy sets has been improved. This method allows for a centralized, well-founded decision to carry out a horizontal-vertical handover procedure based on a group of QoS-dependent criteria that depend directly on the properties of the radio interface of the network system. The method also allows adaptation decision-making rules, depending on different telecommunication conditions and network policies. A simulation model of the heterogeneous network has been developed. The model allows to automate investigation of the proposed method of selecting an access node based on the theory of fuzzy sets. The model enables configuration of a large number of simulation parameters using auxiliary mathematical models, in particular for describing and predicting user traffic processes.
KEYWORDSVertical handoff, Heterogeneous wireless networks, Multi-criteria, QoS fuzzy logic.
CITE THIS PAPER
Andriy, M., Mykhailo, K., Mykola, B., Ivan, D. and Oleksiy, P., The method of adaptive selection of a wireless access network in a heterogeneous environment based on the theory of fuzzy sets. Internet of Things (IoT) and Engineering Applications (2018) 3: 11-22.
 J. He, J. Rexford, and M. Chiang, "Design principles of manageable networks", Princeton University Computer Science, Technical Report TR-770-06, Oct. 2006.
 M. Lahby and A. Sekkaki, "Optimal vertical handover based on TOPSIS algorithm and utility function in heterogeneous wireless networks," 2017 International Symposium on Networks, Computers and Communications (ISNCC), Marrakech, 2017, pp. 1-6.
 D. Cheelu, R. B. Madda, C. Y. Chen, P. Venkata Krishna and S. Yenduri, "Intelligent vertical handoff decision strategy based on network performance prediction and consumer surplus value for next generation wireless networks," in IET Networks, vol. 6, no. 4, pp. 69-74, 7 2017.
 S. Sasi, R. D. Daruwala, T. Palav and P. Mule, "A hybrid vertical handoff decision algorithm for seamless mobility in heterogeneous wireless networks," 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai, 2016, pp. 1921-1923.
 J. Chen, Z. Wei, Y. Wang, L. Sang and D. Yang, "A service-adaptive multi-criteria vertical handoff algorithm in heterogeneous wireless networks," 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), Sydney, NSW, 2012, pp. 899-904.
 M. Klymash, B. Stryhalyuk, I. Demydov, M. Beshley, M. Seliuchenko. A Novel Approach of Optimum Multi-criteria Vertical Handoff Algorithm for Heterogeneous Wireless Networks // International Journal of Engineering and Innovative Technology (IJEIT) . – 2014. - Volume 4 . - Issue 5(4). – P. 42-52.
 Beshley M. SOA quality management subsystem on the basis of load balancing method using fuzzy sets / M. Beshley, M. Klymash, B.Strykhalyuk, O. Shpur, B. Bugil, I. Kagalo // International Journal of Computer Science and Software Engineering (IJCSSE). – 2015 - Volume 4 - Issue 1 – P.10-21
 H. Beshley, M. Beshley, T. Maksymyuk and I. Strykhalyuk, "Method of centralized resource allocation in virtualized small cells network with IoT overlay," 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET), Lviv-Slavske, Ukraine, 2018, pp. 1147-1151.
 M. Klymash, H. Beshley, M. Seliuchenko and M. Beshley, "Algorithm for clusterization, aggregation and prioritization of M2M devices in heterogeneous 4G/5G network," 2017 4th International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T), Kharkov, 2017, pp. 182-186.
 M. Klymash, H. Beshley, O. Panchenko and M. Beshley, "Method for optimal use of 4G/5G heterogeneous network resourses under M2M/IoT traffic growth conditions," 2017 International Conference on Information and Telecommunication Technologies and Radio Electronics (UkrMiCo), Odessa, 2017, pp. 1-5.
 M. Klymash, O. Lavriv, T. Maksymyuk and M. Beshley, "State of the art and further development of information and communication systems," 2016 International Conference Radio Electronics & Info Communications (UkrMiCo), Kiev, 2016, pp. 1-6.
 I. Demydov, M. Seliuchenko, M. Beshley and M. Brych, "Mobility management and vertical handover decision in an always best connected heterogeneous network," The Experience of Designing and Application of CAD Systems in Microelectronics, Lviv, 2015, pp. 103-105.
 M. Klymash, M. Beshley and B. Stryhaluk, "System for increasing quality of service of multimedia data in convergent networks," 2014 First International Scientific-Practical Conference Problems of Infocommunications Science and Technology, Kharkov, 2014, pp. 63-66.
 A. Masiuk, M. Beshley, O. Lavriv and Y. Deschynskiy, “Common radio resource management model for heterogeneous cellular networks,” IEEE International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET’2016), Feb. 23-26, 2016, Lviv, Ukraine, pp. 661-663.
 M. Klymash, M. Beshley, B. Strykhalyuk and T. Maksymyuk, "Research and development the methods of quality of service provision in Mobile Cloud systems," 2014 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Odessa, 2014, pp. 160-164
 M. Seliuchenko, M. Beshley, O. Panchenko and M. Klymash, “Development of monitoring system for end-to-end packet delay measurement in software-defined networks,” IEEE International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET’2016), Feb. 23-26, 2016, Lviv, Ukraine, pp. 667 – 670.
 M. Klymash, R. Savchuk, P. Pozdnyakov and M. Beshley, "The researching and modeling of structures of mobile networks for providing of multiservice radio access," Proceedings of International Conference on Modern Problem of Radio Engineering, Telecommunications and Computer Science, Lviv-Slavske, 2012, pp. 281-282.