Simplified the QoS Factor for the Ad-Hoc Network Using Fuzzy Technique


Quality of Service (QoS) is a tool to measure the efficiency of the Ad-hoc network. QoS is a complex function because it depends mainly on four factors (throughput, packet delivery ratio, end-to-end delay and jitter). These four factors are functions of internal factors and are variables with the time. In the result the QoS is an ambiguous tool. This paper proposes a brand-new method to solve this ambiguity, it will use the fuzzy technique to simplify the QoS factor and summarize it in a simple form or in a single value for each application. So it will summarize all factors of the QoS in a single value for the network if the applications share is defined. This paper will apply the propose method on Mobile Ad-hoc NETwork (MANET) with different protocols. The new algorithm will summarize the efficiency of each protocol in a single (crisp) value for all applications. Finally, an important conclusion is proved, by experimental result, implying that higher throughput does not usually mean high QoS supported by the protocols.

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D. Zaghar and T. Wahab, "Simplified the QoS Factor for the Ad-Hoc Network Using Fuzzy Technique," International Journal of Communications, Network and System Sciences, Vol. 6 No. 9, 2013, pp. 381-387. doi: 10.4236/ijcns.2013.69041.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] J. Olmos, R. Ferrus, O. Sallent, J. Perez-Romero and F. Casadevall, “QoS Architecture and Functionalities: AROMA’s Perspective,” 3rd Edition, Workshop Trends in Radio Resource Management, Barcelona, 21 November 2007.
[2] X. Wang, “Mobile Ad-Hoc Networks: Protocol Design,” InTech, Rijeka, 2011. doi:10.5772/548
[3] A. Zaballos, A. Vallejo, G. Corral and J. Abella, “Ad-Hoc Routing Performance Study Using OPNET Modeler,” Barcelona, 2006.
[4] N. Qasim, F. Said and H. Aghvami, “Mobile Ad Hoc Networking Protocols’ Evaluation through Simulation for Quality of Service,” IAENG International Journal of Computer Science, Vol. 36, No. 1, 2009, pp. 76-84.
[5] J. Mungara, S. P. Setti and G. Vasanth, “Design and a New Method of Quality of Service in Mobile Ad-Hoc Network (Manet),” European Journal of Scientific Research, Vol. 34, No. 1, 2009, pp. 141-149.
[6] K. Kunavut and T. Sanguankotchakorn, “Multi-Constrained Path (MCP) QoS Routing in OLSR Based on Multiple Additive QoS Metrics,” 2010 International Symposium on Communications and Information Technologies (ISCIT), Tokyo, 26-29 October 2010, pp. 226-231.
[7] S. Sridhar and R. Baskaran, “A Survey on QoS Based Routing Protocols for MANET,” International Journal of Computer Applications, Vol. 8, No. 3, 2010, pp. 15-22.
[8] R. K. Gujral and M. Singh, “Analyzing the Impact of Scalability on QoS-Aware Routing for MANETs,” IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 3, No. 1, 2011, pp. 487-495.
[9] R. Al-Ani, “Simulation and Performance Analysis Evaluation for Variant MANET Routing Protocols,” International Journal of Advancements in Computing Technology, Vol. 3, No. 1, 2011, pp. 1-12.
[10] P. Kuppusamy, K. Thirunavukkarasu and B. Kalaavathi, “A Study and Comparison of OLSR, AODV and TORA Routing Protocols in Ad Hoc Networks,” 2011 3rd International Conference on Electronics Computer Technology (ICECT), Kanyakumari, 8-10 April 2011, pp. 143-147.
[11] S. Gangwar, S. Pal and K. Kumar, “Mobile Ad Hoc Networks: A Comparative Study of QoS Routing Protocols,” IJCSET, Vol. 2, No. 1, 2012, pp. 771-775.
[12] B. N. Jagdale, P. Patil, P. Lahane and D. Javale, “Analysis and Comparison of Distance Vector, DSDV and AODV Protocol of MANET,” International Journal of Distributed and Parallel Systems (IJDPS) Vol. 3, No. 2, 2012, pp. 121-131.
[13] S. Kumar and J. Kumar, “Comparative Performance Analysis of Routing Protocols in MANET using Varying Pause Time,” International Journal of Computer Applications, Vol. 47, No. 12, 2012, pp. 22-27.
[14] V. Gupta, “Comparative Performance Analysis of AODV, DSR, DSDV, LAR1 and WRP Routing Protocols in MANET Using GloMoSim 2.0.3 Simulator,” International Journal of Computer Applications, Vol. 52, No. 20, 2012, pp. 16-24.
[15] V. P. Patil, “Reactive and Proactive Routing Protocol Performance Evaluation for Qualitative and Quantitative Analysis in Mobile Ad Hoc Network,” International Journal of Scientific and Research Publications, Vol. 2, No. 9, 2012, pp. 1-8.
[16] I. Panda, “A Survey on Routing Protocols of MANETs by Using QoS Metrics,” International Journal of Advanced Research in Computer Science and Software Engineering, Vol 2, No. 10, 2012, pp. 120-129.
[17] R. S. Yadav and V. P. Singh, “Modeling Academic Performance Evaluation Using Soft Computing Techniques: A Fuzzy Logic Approach,” International Journal on Computer Science and Engineering (IJCSE), Vol. 3, No. 2, 2011, pp. 676-680.
[18] H.-J. Zimmermann, “Fuzzy Set Theory,” John Wiley & Sons, Inc., Vol. 2, 2010.
[19] “3rd Generation Partnership Project; Technical Specification Group Services and System Aspects Service aspects; Services and Service Capabilities (Release 8), 3GPP TS 22.105 V8.4.0,” 2007.
[20] J. I. M. Novella and F. J. G. Castano, “Qos Requirements for Multimedia Services,” In: Resource Management in Satellite Networks, Springer Science + Business Media, LLC, 2007, pp. 67-94.
[21] “ITU Recommendation G. 114,” 2003.
[22] J. Zajaczkowski and B. Verma, “Selection and Impact of Different Topologies in Multi-Layered Hierarchical Fuzzy Systems,” Springer Science + Business Media, LLC, 2011.
[23] M. Centile, “Development of Hierarchical Fuzzy Model for the Evaluation of Inherent Saftey,” PHD Thesis, Texas A&M University, College Station, 2004.
[24] R. Babuska, “Fuzzy Systems, Modeling and Identification,” 1997.
[25] K. Farkas, D. Budke, B. Plattner, O. Wellnitz and L. Wolf, “QoS Extensions to Mobile Ad Hoc Routing Supporting Real-Time Applications,” IEEE International Conference on Computer Systems and Applications, 8 March 2006, pp. 54-61.
[26] R. Braden, D. Clark and S. Shenker, “Integrated Services in the Internet Architecture: An Overview,” Request for Comments (RFC), Network Working Group, 1994.
[27] OPNET, Inc., “OPNET Modeler 14.5.”
[28] P. Singh, E. Barkhodia and G. K. Walia, “Evaluation of Various Traffic load in MANET with DSR Routing Protocol through Us of OPNET Simulator,” International Journal of Distributed and Parallel Systems (IJDPS) Vol. 3, No. 3, 2012, pp. 75-83.
[29] M. Amnai, Y. Fakhri and J. Abouchabaka, “Qos Routing and Performance Evaluation for Mobile Ad Hoc Networks Using Olsr Protocol,” International Journal of Ad Hoc, Sensor & Ubiquitous Computing (IJASUC), Vol. 2, No. 2, 2011, pp. 12-23. doi:10.5121/ijasuc.2011.2202
[30] XG-622H mPCI WLAN Module, Data Sheet, Zcomax Technologies, 2007.

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