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Published in: Wireless Networks 2/2020

05-09-2018

Dynamic user preference based group vertical handoffs in heterogeneous wireless networks: a non-cooperative game approach

Authors: Pramod Goyal, D. K. Lobiyal, C. P. Katti

Published in: Wireless Networks | Issue 2/2020

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Abstract

When a group of Mobile Users (MUs) equipped with multi-mode or multi-home terminals, like passengers on board a bus or a train or a car, moves from one wireless network (WN) to another WN within a heterogeneous wireless network (HWN) environment, request vertical handoffs simultaneously, a group vertical handoff (GVHO) occurs. In literature, the prevailing research work is mainly concerned for forced GVHO with network aspects like signal strength and bandwidth etc. while in reality the user initiated GVHO with the user aspects like price, power consumption and velocity etc. along with their respective user preferences is more important for performing vertical handoffs in HWNs. In user initiated GVHO, selection of the mutually best WN-MU pair which can maximise network revenue of constituent WN as well as user satisfaction of MU in a group while minimising the simultaneous selection of a WN by multiple MU of the group is a challenging problem. This paper proposes a GVHO decision model based on non-cooperative game which utilizes multiple handoff decision attributes and their respective user preferences calculated dynamically on real-time basis as the game strategies to select the best available WNs by group MUs at NASH equilibrium for vertical handoffs. The performance of the proposed model is evaluated in terms of number of GVHOs, price of anarchy and price of stability for both group of MUs and WNs. The simulation results show that the proposed model results in minimum number of GVHOs as compared to existing GVHO models and maximisation of user satisfaction and network revenue.

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Literature
1.
go back to reference Goyal, P., Lobiyal, D. K., & Katti, C. P. (2018). Dynamic user preference based network selection for vertical handoff in heterogeneous wireless networks. Wireless Personal Communications,98(1), 725–742.CrossRef Goyal, P., Lobiyal, D. K., & Katti, C. P. (2018). Dynamic user preference based network selection for vertical handoff in heterogeneous wireless networks. Wireless Personal Communications,98(1), 725–742.CrossRef
2.
go back to reference Goyal, P., Lobiyal, D. K., & Katti, C. P. (2017). Vertical handoff in heterogeneous wireless networks: A tutorial. In International Conference on Computing, Communication and Automation (ICCCA2017) (pp. 551–556). Goyal, P., Lobiyal, D. K., & Katti, C. P. (2017). Vertical handoff in heterogeneous wireless networks: A tutorial. In International Conference on Computing, Communication and Automation (ICCCA2017) (pp. 551–556).
3.
go back to reference Goyal, P., & Saxena, S. (2008). A dynamic decision model for vertical handoffs across heterogeneous wireless networks. In World academy of science, engineering and technology (Vol. 31, No. July, pp. 677–682). Goyal, P., & Saxena, S. (2008). A dynamic decision model for vertical handoffs across heterogeneous wireless networks. In World academy of science, engineering and technology (Vol. 31, No. July, pp. 677–682).
4.
go back to reference Wang, L., & Kuo, G.-S. G. S. (2013). Mathematical modeling for network selection in heterogeneous wireless networks—A tutorial. IEEE Communications Surveys and Tutorials,15(1), 271–292.CrossRef Wang, L., & Kuo, G.-S. G. S. (2013). Mathematical modeling for network selection in heterogeneous wireless networks—A tutorial. IEEE Communications Surveys and Tutorials,15(1), 271–292.CrossRef
5.
go back to reference Cai, X., & Liu, F. (2008). Network selection for group handover in multi-access networks. In IEEE international conference on communications (pp. 2164–2168). Cai, X., & Liu, F. (2008). Network selection for group handover in multi-access networks. In IEEE international conference on communications (pp. 2164–2168).
6.
go back to reference Lei, S., Hui, T., & Zheng, H. (2010). Group vertical handover in heterogeneous radio access networks. In IEEE vehicular technology conference (pp. 1–5). Lei, S., Hui, T., & Zheng, H. (2010). Group vertical handover in heterogeneous radio access networks. In IEEE vehicular technology conference (pp. 1–5).
7.
go back to reference Sun, L., Tian, H., & Zhang, P. (2012). Decision-making models for group vertical handover in vehicular communications. Telecommunication Systems,50(4), 257–266.CrossRef Sun, L., Tian, H., & Zhang, P. (2012). Decision-making models for group vertical handover in vehicular communications. Telecommunication Systems,50(4), 257–266.CrossRef
8.
go back to reference Walid, A., El Kamili, M., Kobbane, A., Mabrouk, A., Sabir, E., & El Koutbi, M. (2014). A decentralized network selection algorithm for group vertical handover in heterogeneous networks. IEEE Wireless Communications and Networking Conference, WCNC,3, 2817–2821. Walid, A., El Kamili, M., Kobbane, A., Mabrouk, A., Sabir, E., & El Koutbi, M. (2014). A decentralized network selection algorithm for group vertical handover in heterogeneous networks. IEEE Wireless Communications and Networking Conference, WCNC,3, 2817–2821.
9.
go back to reference Taleb, T., Mohammed, E. K., Walid, A., Kobbane, A., Mabrouk, A., & Sabir, E. (2015). Group vertical handoff management in heterogeneous networks. Wireless Communications and Mobile Computing,2015, 421–430. Taleb, T., Mohammed, E. K., Walid, A., Kobbane, A., Mabrouk, A., & Sabir, E. (2015). Group vertical handoff management in heterogeneous networks. Wireless Communications and Mobile Computing,2015, 421–430.
10.
go back to reference Sastry, P. S., Phansalkar, V. V., & Thathachar, M. A. L. (1994). Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information. IEEE Transactions on Systems, Man, and Cybernetics,24(5), 769–777.MathSciNetCrossRef Sastry, P. S., Phansalkar, V. V., & Thathachar, M. A. L. (1994). Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information. IEEE Transactions on Systems, Man, and Cybernetics,24(5), 769–777.MathSciNetCrossRef
11.
go back to reference Ghahfarokhi, B. S., & Movahhedinia, N. (2013). A personalized QoE-aware handover decision based on distributed reinforcement learning. Wireless Networks,19(8), 1807–1828.CrossRef Ghahfarokhi, B. S., & Movahhedinia, N. (2013). A personalized QoE-aware handover decision based on distributed reinforcement learning. Wireless Networks,19(8), 1807–1828.CrossRef
13.
go back to reference Mahardhika, G., Ismail, M., & Nordin, R. (2015). Vertical handover decision algorithm using multicriteria metrics in heterogeneous wireless network. SAC,2015, 720–721. Mahardhika, G., Ismail, M., & Nordin, R. (2015). Vertical handover decision algorithm using multicriteria metrics in heterogeneous wireless network. SAC,2015, 720–721.
14.
go back to reference Qental, N. C., & da Silva Gonҫalves, P. A. (2014). A policy for group handover. International Journal on Advances in Networks and Services,7(3–4), 183–193. Qental, N. C., & da Silva Gonҫalves, P. A. (2014). A policy for group handover. International Journal on Advances in Networks and Services,7(3–4), 183–193.
16.
go back to reference Goyal, P., Lobiyal, D. K., & Katti, C. P. (2018). Game theory for vertical handoff decisions in heterogeneous wireless networks: A tutorial. In S. Bhattacharyya, T. Gandhi, K. Sharma, & P. Dutta (Eds.), Advanced computational and communication paradigms (1st ed.). Sikkim: Springer. Goyal, P., Lobiyal, D. K., & Katti, C. P. (2018). Game theory for vertical handoff decisions in heterogeneous wireless networks: A tutorial. In S. Bhattacharyya, T. Gandhi, K. Sharma, & P. Dutta (Eds.), Advanced computational and communication paradigms (1st ed.). Sikkim: Springer.
17.
go back to reference Lemke, C. E., & Howson, J. T. (1964). Equilibrium points of bimatrix games. Journal of the Society for Industrial and Applied Mathematics,12(2), 413–423.MathSciNetCrossRef Lemke, C. E., & Howson, J. T. (1964). Equilibrium points of bimatrix games. Journal of the Society for Industrial and Applied Mathematics,12(2), 413–423.MathSciNetCrossRef
18.
go back to reference Buttler, J., & Akchurina, N. (2013). Nash equilibria in normal games via optimization methods. In 2013 European control conference (ECC). Buttler, J., & Akchurina, N. (2013). Nash equilibria in normal games via optimization methods. In 2013 European control conference (ECC).
19.
go back to reference Petty, M. D. (2012). Calculating and using confidence intervals for model validation. In Proceedings of a meeting fall on simulation interoperability work (2012 Fall SIW) (pp. 10–14). Petty, M. D. (2012). Calculating and using confidence intervals for model validation. In Proceedings of a meeting fall on simulation interoperability work (2012 Fall SIW) (pp. 10–14).
Metadata
Title
Dynamic user preference based group vertical handoffs in heterogeneous wireless networks: a non-cooperative game approach
Authors
Pramod Goyal
D. K. Lobiyal
C. P. Katti
Publication date
05-09-2018
Publisher
Springer US
Published in
Wireless Networks / Issue 2/2020
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-018-1826-9

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