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Erschienen in: Wireless Networks 4/2013

01.05.2013

Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network

verfasst von: Fang Liu, Si-feng Zhu, Zheng-yi Chai, Yu-tao Qi, Jian-she Wu

Erschienen in: Wireless Networks | Ausgabe 4/2013

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Abstract

In heterogeneous wireless network environment, wireless local area network (WLAN) is usually deployed within the coverage of a cellular network to provide users with the convenience of seamless roaming among heterogeneous wireless access networks. Vertical handoffs between the WLAN and the cellular network maybe occur frequently. As for the vertical handoff performance, there is a critical requirement for developing algorithms for connection management and optimal resource allocation for seamless mobility. In this paper, we develop a mathematical model for vertical handoff decision problem, and propose a multi-objective optimization immune algorithm-based vertical handoff decision scheme. The proposed scheme can enable a wireless access network not only to balance the overall load among all base stations and access points but also maximize the collective battery lifetime of mobile terminals. Results based on a detailed performance evaluation study are also presented here to demonstrate the efficacy of the proposed scheme.

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Literatur
1.
Zurück zum Zitat Wu, G., Mizuno, M., & Havinga, P. J. (2002). MIRAI architecture for heterogeneous network. IEEE Communications Magazine, 40(2), 126–134.CrossRef Wu, G., Mizuno, M., & Havinga, P. J. (2002). MIRAI architecture for heterogeneous network. IEEE Communications Magazine, 40(2), 126–134.CrossRef
2.
Zurück zum Zitat Munasinghe, K. S., & Jamalipour, A. (2010). An analytical evaluation of mobility management in integrated WLAN-UMTS networks. Computers & Electrical Engineering, 36(4), 735–751.MATHCrossRef Munasinghe, K. S., & Jamalipour, A. (2010). An analytical evaluation of mobility management in integrated WLAN-UMTS networks. Computers & Electrical Engineering, 36(4), 735–751.MATHCrossRef
3.
Zurück zum Zitat Abolfazl, M., Sonia, A., & Jalil, C. (2010). A location-aware vertical handoff algorithm for hybrid networks. Journal of Communications, 5(7), 521–529. Abolfazl, M., Sonia, A., & Jalil, C. (2010). A location-aware vertical handoff algorithm for hybrid networks. Journal of Communications, 5(7), 521–529.
4.
Zurück zum Zitat Liu, S. M., Pan, S., Mi, Z. K., Meng, Q. M., & Xu, M. H. (2011). A simple additive weighting vertical handoff algorithm based on SINR and AHP for heterogeneous wireless networks. Journal of Electronics and Information Technology, 33(1), 235–239.CrossRef Liu, S. M., Pan, S., Mi, Z. K., Meng, Q. M., & Xu, M. H. (2011). A simple additive weighting vertical handoff algorithm based on SINR and AHP for heterogeneous wireless networks. Journal of Electronics and Information Technology, 33(1), 235–239.CrossRef
5.
Zurück zum Zitat Kaveh, S., Alireza, A., & Leung, V. (2011). Optimal distributed vertical handoff strategies in vehicular heterogeneous networks. IEEE Journal on Selected Areas in Communications, 29(3), 534–544.CrossRef Kaveh, S., Alireza, A., & Leung, V. (2011). Optimal distributed vertical handoff strategies in vehicular heterogeneous networks. IEEE Journal on Selected Areas in Communications, 29(3), 534–544.CrossRef
6.
Zurück zum Zitat Liu, X. W., Fang, X. M., Chen, X., & Peng, X. S. (2011). A bidding model and cooperative game-based vertical handoff decision algorithm. Journal of Network and Computer Applications, 34(4), 1263–1271.CrossRef Liu, X. W., Fang, X. M., Chen, X., & Peng, X. S. (2011). A bidding model and cooperative game-based vertical handoff decision algorithm. Journal of Network and Computer Applications, 34(4), 1263–1271.CrossRef
7.
Zurück zum Zitat Chi, S., Enrique, S. N., Vahid, S. M., & Vincent, W. (2011). A constrained MDP-based vertical handoff decision algorithm for 3G heterogeneous wireless networks. Wireless Networks, 17(4), 1063–1081.CrossRef Chi, S., Enrique, S. N., Vahid, S. M., & Vincent, W. (2011). A constrained MDP-based vertical handoff decision algorithm for 3G heterogeneous wireless networks. Wireless Networks, 17(4), 1063–1081.CrossRef
8.
Zurück zum Zitat Lee, S., Sriram, K., Kim, K., Kim, Y. H., & Golmie, N. (2009). Vertical handoff decision algorithms for providing optimized performance in heterogeneous wireless networks. IEEE Transactions on Vehicular Technology, 58(2), 865–881.CrossRef Lee, S., Sriram, K., Kim, K., Kim, Y. H., & Golmie, N. (2009). Vertical handoff decision algorithms for providing optimized performance in heterogeneous wireless networks. IEEE Transactions on Vehicular Technology, 58(2), 865–881.CrossRef
9.
Zurück zum Zitat Zitzler, E., & Thiele, L. (1999). Multi-Objective evolutionary algorithms: A comparative case study and the strength pareto approach. IEEE Transactions on Evolutionary Computation, 3(4), 257–271.CrossRef Zitzler, E., & Thiele, L. (1999). Multi-Objective evolutionary algorithms: A comparative case study and the strength pareto approach. IEEE Transactions on Evolutionary Computation, 3(4), 257–271.CrossRef
10.
Zurück zum Zitat Coello, C. A., & Cortés, N. C. (2005). Solving multi-objective optimization problem using an artificial immune system. Genetic Programming and Evolvable Machines, 6(2), 163–190.CrossRef Coello, C. A., & Cortés, N. C. (2005). Solving multi-objective optimization problem using an artificial immune system. Genetic Programming and Evolvable Machines, 6(2), 163–190.CrossRef
11.
Zurück zum Zitat Gong, M. G., Jiao, L. C., Du, H. F., & Bo, L. F. (2008). Multi-objective immune algorithm with nondominated neighbor-based selection. Evolutionary Computation, 16(2), 225–255.CrossRef Gong, M. G., Jiao, L. C., Du, H. F., & Bo, L. F. (2008). Multi-objective immune algorithm with nondominated neighbor-based selection. Evolutionary Computation, 16(2), 225–255.CrossRef
12.
Zurück zum Zitat Yang, D. D., Jiao, L. C., & Gong, M. G. (2010). Clone selection algorithm to solve preference multi-objective optimization. Journal of Software, 21(1), 14–33.MathSciNetMATHCrossRef Yang, D. D., Jiao, L. C., & Gong, M. G. (2010). Clone selection algorithm to solve preference multi-objective optimization. Journal of Software, 21(1), 14–33.MathSciNetMATHCrossRef
13.
Zurück zum Zitat Luh, G. C., & Chueh, C. H. (2009). A multi-modal immune algorithm for the job-shop scheduling problem. Information Sciences, 179(10), 1516–1532.CrossRef Luh, G. C., & Chueh, C. H. (2009). A multi-modal immune algorithm for the job-shop scheduling problem. Information Sciences, 179(10), 1516–1532.CrossRef
14.
Zurück zum Zitat Chai, Z. Y., & Liu, F. (2010). Spectrum allocation of cognitive wireless network based on immune clone selection optimization. Journal on Communications, 31(11), 92–100. Chai, Z. Y., & Liu, F. (2010). Spectrum allocation of cognitive wireless network based on immune clone selection optimization. Journal on Communications, 31(11), 92–100.
15.
Zurück zum Zitat Zhu, S. F., Liu, F., & Chai, Z. Y. (2011). Immune computing-based base station location planning in the TD-SCDMA network. Journal on Communications, 32(1), 106–110. Zhu, S. F., Liu, F., & Chai, Z. Y. (2011). Immune computing-based base station location planning in the TD-SCDMA network. Journal on Communications, 32(1), 106–110.
Metadaten
Titel
Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network
verfasst von
Fang Liu
Si-feng Zhu
Zheng-yi Chai
Yu-tao Qi
Jian-she Wu
Publikationsdatum
01.05.2013
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 4/2013
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-012-0481-9

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