An Overview of Multi-Attribute Decision Making (MADM) Vertical Handover Using Systematic Mapping

Authors

  • Noormadinah Allias Universiti Kuala Lumpur- Malaysian Institute of Information Technology, 1016 Jalan Sultan Ismail, 50250 Kuala Lumpur, Malaysia
  • Megat NorulAzmi Megat Mohamed Noor Universiti Kuala Lumpur- Malaysian Institute of Information Technology, 1016 Jalan Sultan Ismail, 50250 Kuala Lumpur, Malaysia
  • Mohd. Taha Ismail Universiti Kuala Lumpur- Malaysian Institute of Information Technology, 1016 Jalan Sultan Ismail, 50250 Kuala Lumpur, Malaysia
  • Mohd. Nazri Ismail National Defence University of Malaysia, Faculty of Defence Science and Technology, Kem Perdana Sungai Besi 57000 Kuala Lumpur.

Keywords:

Multi-Attribute Decision- Making (MADM), Vertical Handover, Heterogeneous Wireless Network, Systematic Mapping,

Abstract

The evolution of infotainment industries yet the advancement of cellular gadgets such as smartphones, tablets, and laptop had increased the request on cellular traffic demands. As a result, a Heterogeneous Wireless Network (HWN) has been introduced to fulfil users requests in having seamless mobility and better Quality of Services (QoS) for the users. A lot of research works have been done in order to provide a seamless connection to the users. Even though a lot of methods have been proposed, a Multi-Attribute Decision Making (MADM) has been seemed like a promising way due to its ability to evaluate many attributes simultaneously. Previously, many reviews based on MADM methods in a Heterogeneous Wireless Network provides a details review which required researchers time in order to determine the possible potential areas to be explored. Therefore, in this study, we present an overview of the MADM method in performing vertical handover via a systematic mapping method. This will enable future researchers to identify the trends and research opportunities within this area. This mapping study analysed 30 papers. Results from the study show eight main potential research issues can be explored by researchers, including normalisation, criteria weighting, ranking abnormality, network selection, and performance comparison between MADM algorithms, network selection for a group of calls, mobility patterns and handover triggering.

References

E. Obayiuwana and O. E. Falowo, “Network selection in heterogeneous wireless networks using multi-criteria decision-making algorithms: a review,” Wirel. Networks, pp. 1–33, 2016.

M. A. Senouci, M. S. Mushtaq, S. Hoceini, and A. Mellouk, “TOPSISbased dynamic approach for mobile network interface selection,” Comput. Networks, Apr. 2016.

K. Petersen, R. Feldt, S. Mujtaba, and M. Mattsson, “Systematic mapping studies in software engineering,” in EASE’08 Proceedings of the 12th international conference on Evaluation and Assessment in Software Engineering, pp. 68–77, 2008.

R. Roberto, J. P. Lima, and V. Teichrieb, “Tracking for mobile devices: A systematic mapping study,” Comput. Graph., vol. 56, pp. 20–30, 2016.

J. Lemos, C. Alves, L. Duboc, and G. N. Rodrigues, “A Systematic Mapping Study on Creativity in Requirements Engineering,” in Proceedings of the 27th Annual ACM Symposium on Applied Computing (SAC ’12), 2012, , pp. 1083–1088, no. January 2012.

B. R. Chandavarkar, R. Mohana, and R. Guddeti, “Simplified and improved multiple attributes alternate ranking method for vertical handover decision in heterogeneous wireless networks,” Comput. Commun., vol. 83, pp. 81–97, 2016.

M. Lahby, L. Cherkaoui, and A. Adib, “Performance analysis of normalization techniques for network selection access in heterogeneous wireless networks,” in 2014 9th International Conference on Intelligent Systems: Theories and Applications (SITA- 14), pp. 1–5, 2014.

C. Ramirez-Perez and V. Ramos-R, “On the Effectiveness of Multicriteria Decision Mechanisms for Vertical Handoff,” in 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA), pp. 1157–1164, 2013.

M. Lahby, L. Cherkaoui, and A. Adib, “Novel validation approach for network selection algorithm by applying the group MADM,” in 2013 ACS International Conference on Computer Systems and Applications (AICCSA), pp. 1–4, 2013.

M. Lahby, L. Cherkaoui, and A. Adib, “Hybrid network selection strategy by using M-AHP/E-TOPSIS for heterogeneous networks,” in 2013 8th International Conference on Intelligent Systems: Theories and Applications (SITA), pp. 1–6, 2013.

V. Sasirekha, C. Chandrasekar, and M. Ilangkumaran, “Heterogeneous wireless network vertical handoff decision using hybrid multi-criteria decision-making technique,” Int. J. Comput. Sci. Eng., vol. 10, no. 3, p. 263, 2015.

L. Mohamed, C. Leghris, and A. Abdellah, “A survey and comparison study on weighting algorithms for access network selection,” in 2012 9th Annual Conference on Wireless On-Demand Network Systems and Services (WONS), pp. 35–38, 2012.

M. Mansouri, C. Leghris, and A. Bekkhoucha, “Towards a better combination of the MADM algorithms for the Vertical Handover optimization in a mobile network multi-access environment,” in 2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) , pp. 1–5, 2015.

S.-J. Yang and W.-C. Tseng, “Design novel weighted rating of multiple attributes scheme to enhance handoff efficiency in heterogeneous wireless networks,” Comput. Commun., vol. 36, no. 14, pp. 1498–1514, 2013.

I. Chamodrakas and D. Martakos, “A utility-based fuzzy TOPSIS method for energy efficient network selection in heterogeneous wireless networks,” Appl. Soft Comput. J., vol. 12, no. 7, pp. 1929– 1938, 2012.

M. Yadollahi, V. T. Vakili, M. Ghaseminajm, and A. Jafarian, “Reducing processing delay and ping pong impact of multi attribute decision making handover for heterogeneous wireless networks,” in 2015 12th International Conference on Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS), pp. 365–368, 2015.

M. Lahby, L. Cherkaoui, and A. Adib, “An Enhanced-TOPSIS Based Network Selection Technique for Next Generation Wireless Networks,” inTelecommunications (ICT), 2013 20th International Conference on ,pp. 1–5, 2013,.

M. Lahby, L. Cherkaoui, and A. Adib, “Reducing handover metrics for access network selection in heterogeneous wireless networks,” in Second International Conference on the Innovative Computing Technology (INTECH 2012) , pp. 75–80, 2012.

M. Drissi and M. Oumsis, “Performance Evaluation of Multi-Criteria Vertical Handover for Heterogeneous Wireless Networks,” in 2015 Intelligent Systems and Computer Vision (ISCV), pp. 1–5, 2015.

M. Sharma, “Multi Network Handover Decision Using Extended Multi Criteria Decision Making Technique,” IU-Journal Electr. Electron. Eng., vol. 14, no. 1, pp. 1755–1760, 2014.

Meenakshi and N. P. Singh, “A comparative study of cooperative and non-cooperative game theory in network selection,” in 2016 International Conference on Computational Techniques in Information and Communication Technologies (ICCTICT), pp. 612–617, 2016.

E. Obayiuwana and O. Falowo, “A multimoora approach to access network selection process in heterogeneous wireless networks,” in AFRICON 2015, pp. 1–5, 2015.

Manisha and N. P. Singh, “Efficient network selection using game theory in a heterogeneous wireless network,” in 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) , pp. 1–4, 2015.

S. Datta, S. Dhar, R. N. Bera, and A. Ray, “ANP based vertical handover algorithm for vehicular communication,” in 2012 1st International Conference on Recent Advances in Information Technology (RAIT), , pp. 228–234, 2012.

C. Lozano-Garzon, N. Ortiz-Gonzalez, and Y. Donoso, “A Proactive VHD Algorithm in Heterogeneous Wireless Networks for Critical Services,” Int. J. Comput. Commun. Control, vol. 8, no. 3, p. 425, Jun. 2013.

S. Maaloul, M. Afif, and S. Tabbane, “An efficient handover decision making for heterogeneous wireless connectivity management,” in 2013 21st International Conference on Software, Telecommunications and Computer Networks - (SoftCOM 2013), , pp. 1–8, 2013.

M. Drissi and M. Oumsis, “Multi-Criteria Vertical Handover Comparison between Wimax and Wifi,” Information, vol. 6, no. 3, pp. 399–410, Jul. 2015.

F. W. Karam and T. Jensen, “Performance Analysis of Ranking for QoS Handover Algorithm for Selection of Access Network in Heterogeneous Wireless Networks,” in 2012 21st International Conference on Computer Communications and Networks (ICCCN), , pp. 1–6, 2012.

M. Lahby, S. Baghla, and A. Sekkaki, “Survey and comparison of MADM methods for network selection access in heterogeneous networks,” in 2015 7th International Conference on New Technologies, Mobility and Security (NTMS) , pp. 1–6, 2015.

O. E. Falowo and H. Anthony Chan, “Dynamic RAT selection for multiple calls in heterogeneous wireless networks using group decision-making technique,” Comput. Networks, vol. 56, no. 4, pp. 1390–1401, 2012.

E. Obayiuwana and O. Falowo, “A new network selection algorithm for group calls over heterogeneous wireless networks with dynamic multi-criteria,” in 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 491–494, 2016.

Y. Zhu, L. Ni, and B. Li, “Exploiting mobility patterns for intertechnology handover in mobile environments,” Comput. Commun., vol. 36, no. 2, pp. 203–210, 2013.

I. Politis, L. Dounis, and T. Dagiuklas, “H.264/SVC vs. H.264/AVC video quality comparison under QoE-driven seamless handoff,” Signal Process. Image Commun., vol. 27, no. 8, pp. 814–826, 2012.

M. Khan et al., “Enabling vertical handover management based on decision making in heterogeneous wireless networks,” pp. 952–957, 2015.

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Published

2018-07-04

How to Cite

Allias, N., Mohamed Noor, M. N. M., Ismail, M. T., & Ismail, M. N. (2018). An Overview of Multi-Attribute Decision Making (MADM) Vertical Handover Using Systematic Mapping. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 10(2-5), 93–98. Retrieved from https://jtec.utem.edu.my/jtec/article/view/4357