Exploring Analytical Models for Proactive Resource Management in Highly Mobile Environments

Yonal Kirsal, Vishnu Vardhan Paranthaman, Glenford Mapp


In order to provide ubiquitous communication, seamless connectivity is now required in all environments including highly mobile networks. By using vertical handover techniques it is possible to provide uninterrupted communication as connections are dynamically switched between wireless networks as users move around. However, in a highly mobile environment, traditional reactive approaches to handover are inadequate. Therefore, proactive handover techniques, in which mobile nodes attempt to determine the best time and place to handover to local networks, are actively being investigated in the context of next-generation mobile networks. Using this approach, it is possible to enhance channel allocation and resource management by using probabilistic mechanisms; because, it is possible to explicitly detect contention for resources. This paper presents a proactive approach for resource allocation in highly mobile networks and analyzed the user contention for common resources such as radio channels in highly mobile wireless networks. The proposed approach uses an analytical modelling approach to model the contention and results are obtained showing enhanced system performance. Based on these results an operational space has been explored and are shown to be useful for emerging future networks such as 5G by allowing base stations to calculate the probability of contention based on the demand for network resources. This study indicates that the proactive model enhances handover and resource allocation for highly mobile networks. This paper analyzed the effects of and alpha and beta, in effect, how these parameters affect the proactive resource allocation requests in the contention queue has been modelled for any given scenario from the conference paper "Exploring analytical models to maintain quality-of-service for resource management using a proactive approach in highly mobile environments".


Analytical modelling, Markov Modelling, Proactive Resource Management,Highly Mobile Environments, Contention

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Kirsal, Y.; Paranthaman V.V.; Mapp, G.; Exploring analytical models to maintain quality-of-service for resource management using a proactive approach in highly mobile environments, 7th International Conference on Computers Communications and Control (ICCCC), Oradea, 2018, pp. 176-182.

Huang, Q.; Huang, Y.-C.; Ko, K.T.; Iversen, V.B.; Loss performance modeling for hierarchical heterogeneous wireless networks with speed sensitive call admission control, IEEE Transactions on Vehicular Technology, 60(5): pp. 2209-2223, Jun 2011.

Paranthaman, V.V.; Ghosh, A.; Mapp, G.; Iniovosa, V.; Shah, P.; Nguyen, H. X.; Gemikonakli, O.; Rahman, S.; Building a Prototype VANET Testbed to Explore Communication Dynamics in Highly Mobile Environments, Springer International Publishing, pp. 81-90, 2017.

Feirer, S.; Sauter, T.; Seamless handover in industrial WLAN using IEEE 802.11k, IEEE 26th International Symposium on Industrial Electronics (ISIE), pp. 12341239, June 2017.

Vidales, P.; Baliosian, J.; Serrat, J.; Mapp, G.; Stajano, F.; Hopper, A.; autonomic system for mobility support in 4g networks, IEEE Journal on Selected Areas in Communications, 23 (12), pp. 2288-2304, 2005.

Alhabo, M.; Li, Z.; Naveed, N.; A Trade-o Between Unnecessary Handover and Handover Failure for Heterogeneous Networks. European Wireless 2017, pp. 167-172.

Saxena, N.; Roy, A.; Experimental framework of proactive handover with QoS over wlans. Electronics Letters, 45(25), pp.1313-1315, December 2009.

Bejaoui, T; QoS-oriented high dynamic resource allocation in vehicular communication networks. The Scientific World Journal, 2014.

Mapp, G. E.; Cottingham, D.; Shaikh, F.; Vidales, P.; Patanapongpibul, L., Baliosian, J.; Crowcroft, J.; An architectural framework for heterogeneous networking, International Conference on Wireless Information Networks and Systems, 2006.

Shaikh, F.; Mapp, G. E.; Lasebae, A.; Proactive policy management using tbvh mechanism in heterogeneous networks, International Conference on Next Generation Mobile Applications, Services and Technologies, pp. 151-157, 2007.

Paranthaman, V. V.; Kirsal, Y., Mapp, G.; Shah, P.; Nguyen, H. X. ; Exploring a New Proactive Algorithm for Resource Management and Its Application to Wireless Mobile Environments. In 2017 IEEE 42nd Conference on Local Computer Networks (LCN), pp. 539-542, 2017.

Almulla, M.; Wang, Y.; Boukerche, A.; Zhang, Z.; Design of a fast location-based handoff scheme for ieee 802.11 vehicular networks. IEEE Transactions on Vehicular Technology, 63(8), pp.3853-3866, 2014.

Li, J.; Luo, T.; Ding, L.; A location-aware based handoff algorithm in v2i system of railway environment. In Global Information Infrastructure and Networking Symposium (GIIS), pp. 1-6, 2014.

Vilaplana, J., Solsona, F.; Teixido, I.; Mateo, J.; Abella, F.; Rius, J; A queuing theory model for cloud computing. J. Supercomput., 69(1), pp.492-507,2014.

Elhadj, H. B.; Elias, J.; Chaari, L.; Kamoun, L.; Multi-attribute decision making handover algorithm for wireless body area networks. Comput. Commun., 81, pp. 97-108, 2016.

Xenakis, D.; Merakos, L.; Passas, N.; Verikoukis, C.; Handover Decision for Small Cells: Algorithms, Lessons Learned and Simulation Study. Communication Networks, Elsevier, 100, pp.64-74, May 2016.

Chen, X.; Ni, M.; Seamless handover for high mobility environments, International Wireless Communications and Mobile Computing Conference (IWCMC), Sept 2016, pp. 281-286.

Kirsal, Y.; Analytical modeling of a new handover algorithm for improving allocation of resources in highly mobile environments. International Journal of Computers, Communications and Control, vol. 11, no. 6, 2016.

Wu, S. J.; An intelligent handover decision mechanism for heterogeneous wireless networks, The 6th International Conference on Networked Computing and Advanced Information Management, Seoul, 2010, pp. 688-693.

Mapp, G.; Katsriku, F.; Aiash, M.; Chinnam, N.; Lopes, R.; Moreira, E.; Vanni R.M.P.; Augusto, M.; Exploiting location and contextual information to develop a comprehensive framework for proactive handover in heterogeneous environments. Journal of Computer Netand Communications, pp.1-17, 2012.

Nadembega, A.; Had, A.; Taleb, T.; A destination and mobility path prediction scheme for mobile networks. IEEE transactions on vehicular technology, vol.64, no.6, pp. 2577-2590, 2015.

Wang, W.; Xu, H.; Zhou, H.; Proactive unnecessary handover avoidance scheme in LTE-A small cells, IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, pp. 2214-2218, 2014.

Fernandez, P. J.; Santa, J.; Perenguez, F.; Skarmeta, A. F.; Towards seamless inter-technology handovers in vehicular fIPv6g communications, Computer Standards, and Interfaces, vol. 52, pp. 85-96, 2017.

Zeng, Q. A.; Agrawal, D. P.; Modeling of handoffs and performance analysis of wireless data networks, International Conference on Parallel Processing Workshops, pp. 491-496, 2001.

Trivedi, K. S.; Dharmaraja, S.; Ma, X.; Analytic modeling of handoffs in wireless cellular networks, Information sciences, vol. 148, no. 1, pp. 155-166, 2002.

DOI: https://doi.org/10.15837/ijccc.2018.5.3349

Copyright (c) 2018 Yonal Kirsal, Vishnu Vardhan Paranthaman, Glenford Mapp

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