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Fuzzy based multi-criteria vertical handover decision modeling in heterogeneous wireless networks

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Abstract

Vertical handover gain significant importance due to the enhancements in mobility models by the Fourth Generation (4G) technologies. However, these enhancements are limited to specific scenarios and hence do not provide support for generic mobility. Similarly, various schemes are proposed based on these mobility models but most of them are suffered from the high packet loss, frequent handovers, too early and late handovers, inappropriate network selection, etc. To address these challenges, a generic vertical handover management scheme for heterogeneous wireless networks is proposed in this article. The proposed scheme works in three phases. In the first phase, a handover triggering approach is designed to identify the appropriate place for initiating handover based on the estimated coverage area of a WLAN access point or cellular base station. In the second phase, fuzzy rule based system is designed to eliminate the inappropriate networks before deciding an optimal network for handover. In the third phase, a network selection scheme is developed based on the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) decision mechanism. Various parameters such as delay, jitter, Bit Error Rate (BER), packet loss, communication cost, response time, and network load are considered for selecting an optimal network. The proposed scheme is tested in a mobility scenario with different speeds of a mobile node ranging from very low to very high. The simulation results are compared with the existing decision models used for network selection and handover triggering approaches. The proposed scheme outperforms these schemes in terms of energy consumption, handover delay and time, packet loss, good put, etc.

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References

  1. Ahmed A, Boulahia L, Gaïti D (2013) Enabling vertical handover decisions in heterogeneous wireless networks: a state-of-the-art and a classification. IEEE Commun Surv Tutorials 16(2):776–811

    Article  Google Scholar 

  2. Alkhawlani M (2011) Multi-criteria vertical handover for heterogonous. Int J Wirel Mob Netw 3(4):118–135

    Google Scholar 

  3. Alkhawlani M (2012) MCDM based joint admission control for heterogeneous wireless networks. In: Seventh International Conference on Computer Engineering & Systems (ICCES). Cairo

  4. Bari F, Leung V (2007) Application of ELECTRE to network selection in a hetereogeneous wireless network environment. In: IEEE Wireless Communications and Networking Conference (WCNC). Kowloon

  5. Becvar Z, Mach P, Simak B (2011) Improvement of handover prediction in mobile WiMAX by using two thresholds. Comput Netw 55(16):3759–3773

    Article  Google Scholar 

  6. Behzadian M, Otaghsara SK, Yazdani M, Ignatius J (2012) A state-of the-art survey of TOPSIS applications. Expert Syst Appl 39(17):13051–13069

    Article  Google Scholar 

  7. Bychkovsky V, Hull B, Miu A, Balakrishnan H, Madden S (2006) A measurement study of vehicular internet access using in situ wi-fi networks. In: MobiCom. Los Angeles, CA

  8. Chang B-J, Chen J-F (2008) Cross-layer-based adaptive vertical handoff with predictive RSS in heterogeneous wireless networks. IEEE Trans Veh Technol 57(6):3679–3692

    Article  Google Scholar 

  9. Chang B-J, Liang Y-H, Chang P-Y, Chen C-T (2012) Cost-based CAC with media independent handover for wireless heterogeneous networks. In: WTC, Miyazaki

  10. Chu T-C, Lin Y (2009) An extension to fuzzy mcdm. Comput Math Appl 57(3):445–454

    Article  MathSciNet  MATH  Google Scholar 

  11. Corujo D, Guimaraes C, Aguiar R (2012) Evaluation of discovery mechanisms for media independent handover services. In: IEEE International Conference on Communications (ICC), Ottawa

  12. Gozalvez J, Lucas-Estan MC, Sanchez-Soriano J (2012) Joint radio resource management for heterogeneous wireless systems. Wirel Netw 18(4):443–455

    Article  Google Scholar 

  13. Hu R, Qian Y (2014) An energy efficient and spectrum efficient wireless heterogeneous network framework for 5G systems. IEEE Commun Mag 52(5):94–101

    Article  Google Scholar 

  14. Hu Z, Susitaival R, Chen Z, Fu I-K, Dayal P, Baghel S (2012) Interference avoidance for in-device coexistence in 3GPP LTE-advanced: challenges and solutions. IEEE Commun Mag 50(11):60–67

    Article  Google Scholar 

  15. IEEE (2008) IEEE standard for local and metropolitan area networks—part 21: media independent handover

  16. Kantubukta V, Maheshwari S, Mahapatra S, Kumar C (2013) Energy and quality of service aware FUZZY-technique for order preference by similarity to ideal solution based vertical handover decision algorithm for heterogeneous wireless networks. IET Netw 2(3):103–114

    Article  Google Scholar 

  17. Khan M, Andresen S (2012) A semi and fully distributed handover algorithm for heterogeneous networks using MIIS. In: IEEE Symposium on Computers and Communications (ISCC). Cappadocia

  18. Khan M, Han K (2014) A review of handover techniques in wireless ad hoc networks based on IEEE 802.21 media independent handover standard. IETE Tech Rev 31(5):353–361

    Article  Google Scholar 

  19. Khan M, Han K (2014) A zone-based self-organized handover scheme for heterogeneous mobile and ad hoc networks. Int J Distrib Sens Netw 2014:8

    Google Scholar 

  20. Khan M, Han K (2014) An optimized network selection and handover triggering scheme for heterogeneous self-organized wireless networks. Math Probl Eng 2014:11

    Google Scholar 

  21. Khan M, Han K (2015) A survey of context aware vertical handover management schemes in heterogeneous wireless networks. Wirel Pers Commun 2015(85):2273–2293

    Article  Google Scholar 

  22. Lee S-J, Kim J-H, Oh S K, Kwon K-B, Kim W-I, Song P-J (2006) Performance evaluation of WCDMA-to-CDMA2000 Handover. In: VTC, Melbourne

  23. Lee C-W, Sun Y, Chen MC (2008) HiMIP-NEMO: combining cross-layer network mobility management and resource allocation for fast QoS-handovers. In: VTC, Singapore

  24. Li D-F (2005) Multiattribute decision making models and methods using intuitionistic fuzzy sets. J Comput Syst Sci 70(1):73–85

    Article  MathSciNet  MATH  Google Scholar 

  25. Li P, Fang Y (2010) The capacity of heterogeneous wireless networks. In: INFOCOM, San Diego, CA

  26. Maaloul S, Afif M, Tabbane S (2013) Vertical handover decision policy based on the end user’s perceived quality of service. In: 27th International Conference on Advanced Information Networking and Applications Workshops (WAINA). Barcelona

  27. Mohamed L, Leghris C, Abdellah A (2012) A survey and comparison study on weighting algorithms for access network selection. In: WONS. Courmayeur

  28. Nasser N, Hasswa A, Hassanein H (2006) Handoffs in fourth generation heterogeneous networks. IEEE Commun Mag 44(10):96–103

    Article  Google Scholar 

  29. Neves P, Soares J, Sargento S (2009) Media independent handovers: LAN, MAN and WAN scenarios. IEEE GLOBECOM Workshops 15(5):1–6

    Google Scholar 

  30. Nguyen-Vuong Q-T, Agoulmine N, Ghamri-Doudane Y (2008) A user-centric and context-aware solution to interface management and access network selection in heterogeneous wireless environments. Comput Netw 52(18):3358–3372

    Article  MATH  Google Scholar 

  31. Nguyen-Vuong Q-T, Agoulmine N, Ghamri-Doudane Y (2008) A user-centric and context-aware solution to interface management and access network selection in heterogeneous wireless environments. Comput Netw 52(18):3358–3372

    Article  MATH  Google Scholar 

  32. Niyato D, Hossain E (2009) Dynamics of network selection in heterogeneous wireless networks: an evolutionary game approach. IEEE Trans Veh Technol 58(4):2008–2017

    Article  Google Scholar 

  33. [Online]. Available: http://www.itu.int/pub/R-QUE-SG07

  34. Sarddar D, Maity S, Raha A, Jana R, Biswas U, Naskar M (2010) A RSS based adaptive hand-off management scheme in heterogeneous networks. IJCSI Int J Comput Sci Issues 7(6):232–238

    Google Scholar 

  35. Shafiee K, Attar A, Leung V (2011) Optimal distributed vertical handoff strategies in vehicular heterogeneous networks. IEEE J Sel Areas Commun 29(3):534–544

    Article  Google Scholar 

  36. Sindhu R, Sruthi MP, Sruthi PM, Suvarna PKV (2015) Analysis of the parameters affecting handover performance in mobile WiMAX networks. SSRG Int J Electron Commun Eng 2(3):128–136

    Google Scholar 

  37. Sung NW, Pham N-T, Huynh T, Hwang W-J (2013) Predictive association control for frequent handover avoidance in femtocell networks. IEEE Commun Lett 17(5):924–927

    Article  Google Scholar 

  38. TalebiFard P, Leung V (2011) A dynamic context-aware access network selection for handover in heterogeneous network environments. In: IEEE conference on computer communications workshops (INFOCOM WKSHPS). Shanghai

  39. Tawil R, Pujolle G, Salazar O (2008) A vertical handoff decision scheme in heterogeneous wireless systems. In: IEEE Vehicular Technology Conference (VTC). Singapore

  40. Tawil R, Salazar O, Pujolle G (2008) Vertical handoff decision scheme using MADM for wireless networks. In: IEEE Wireless Communications and Networking Conference (WCNC)

  41. Triantafyllopoulou D, Guo T, Moessner K (2014) Energy-efficient WLAN offloading through network discovery period optimization. IEEE Trans Veh Technol (99):1–11

  42. Wang L, Kuo G-S (2012) Mathematical modeling for network selection in heterogeneous wireless networks—a tutorial. IEEE Commun Surv Tutorials 15(1):271–292

    Article  Google Scholar 

  43. Zhoul W, Jiang W (2010) Two-phase TOPSIS of uncertain multi-attribute group decision-making. J Syst Eng Electron 21(3):423–430

    Article  Google Scholar 

  44. Zhu K, Niyato D, Wang P (2010) Network selection in heterogeneous wireless networks: evolution with incomplete information In: WCNC, Sydney

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Authors and Affiliations

  1. Department of Computing and Technology, Abasyn University, Peshawar, Pakistan

    Murad Khan & Jamil Ahmad

  2. School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea

    Awais Ahmad & Syed Hassan Ahmed

  3. Department of Computer Engineering, Bahria University, Islamabad, Pakistan

    Shehzad Khalid

  4. Department of Computer Science, Comsats Institute of Information Technology, Sahiwal, Pakistan

    Sohail Jabbar

Authors
  1. Murad Khan
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  2. Awais Ahmad
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  3. Shehzad Khalid
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  4. Syed Hassan Ahmed
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  5. Sohail Jabbar
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  6. Jamil Ahmad
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Correspondence to Awais Ahmad.

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Khan, M., Ahmad, A., Khalid, S. et al. Fuzzy based multi-criteria vertical handover decision modeling in heterogeneous wireless networks. Multimed Tools Appl 76, 24649–24674 (2017). https://doi.org/10.1007/s11042-016-4330-1

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  • DOI: https://doi.org/10.1007/s11042-016-4330-1

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