A FUZZY LOGIC CLASSIFICATION OF INCOMING PACKET FOR VOIP
The Voice over Internet Protocol (VoIP) technology is cheaper and does not need new infrastructure because it has availables in the global computer (IP) network. Unfortunately, transition from PSTN to VoIP networks have emerged new problems in voice quality. Furthermore, the transmission of voice over IP networks can generate network congestion due to weak supervision of the traffic incoming packet, queuing and scheduling. This congestion affects the Quality of Service (QoS) such as delay, packet drop and packet loss. Packet delay effects will affect the other QoS such as: unstable voice packet delivery, packet jitter, packet loss and echo. Priority Queuing (PQ) algorithm is a popular technique used in the VoIP network to reduce delays. But, the method can result in repetition. This recursive leads to the next queue starved. To solving problems, there are three phases namely queuing, classifying and scheduling. It will be applied to the fuzzy inference system to classify the queuing incoming packet (voice, video and text). To justify the research of the improved PQ algorithm be compared against the algorithm existing.
. Pichiliani MC, Hirata CM. Analyzing the use of VoIP technology in collaborative modeling. 13th International Conference on Computer Supported Cooperative Work in Design, (CSCWD). Santiago. 2009: 4-9.
. Shin S, Schulzrinne H.Towards the Quality of Service for VoIP traffic. in IEEE 802.11 Wireless Networks. PhD Thesis. New York: Department of Computer Science Columbia University; 2008.
. Vozňák M, Hromek F. Analytic Model of Delay Variation Valid for RTP. CESNET technical report number 16/2007. 2007.
. Kim C, Shin S, Ha S, Yoon K, Han S. Solé-Pareta J. Architecture of End-to-End QoS for VoIP Call Processing in the MPLS Network. LNCS 3266, Berlin Heidelberg: Springer-Verlag; 2004: 44−53.
. Transition-Network. Quality of Service (QoS) in High-Priority Applications. USA Headquarters 6475. City West Parkway Minneapolis. 2003.
. Ahlgren D. Introduction to SIP and VoIP Technology and Business Development. AhlTek. 2005.
. Elmahdy HN, Taha MHN. The Impact of Packet Size and Packet Dropping Probability on Bit Loss of VoIP Networks. ICGST International Journal on Computer Network and Internet Research. 2008; 8(2): 25-29.
. Ali RA and Pierre S. UMTS-to-IP QoS Mapping for Voice and Video Telephony Services. École Polytechnique de Montréal Yves Lemieux. Ericsson Research Canada. 2005.
. Iftikhar M, Singh T, Bjorn Landfeldt, Mine Caglar. Multiclass G/M/1 queueing system with self-similar input and non-preemptive priority. Computer Communications.
; 31(5): 1012-1027
. Mamatas L, Harks H, Tsaoussidis V. Approaches to Congestion Control in Packet Networks. Journal of Internet Engineering. 2007; 1(1): 31-38.
. Fantacci R, Vannuccini G, Mannelli A, and Pancani L. Implementation and Performance Evaluation of a Differentiated Services Test-Bed for Voice over IP Support. Proceedings of the Thyrrhenian International Workshop on Digital Communications: Evolutionary Trends of the Internet. 2001: 627-641.
. Semeria C. Supporting Differentiated classes: Queuing Scheduling Discipline. Juniper Network, Inc. 1194 North Mathilda Avenue Sunnyvale, CA 94089 USA 408 745 2000 or 888 JUNIPER; 2001
. Kim C, Choi B, Kim K, Han S. The Differentiated Call Processing Based on the Simple Priority-Scheduling Algorithm in SIP6. P.M.A. Sloot et al. (Eds.): ICCS 2002, LNCS 2329, pp. 276−285, 2002. Ó Springer-Verlag Berlin Heidelberg; 2002.
. Kharaajoo MJ, Sadri MR, Roudsari FH. Fuzzy and Real-Time Queue Management in Differentiated Services Networks. ICESS 2004. LNCS 3605. Springer-Verlag Berlin Heidelberg; 2005: 347-354
. Chryssa AP, Nikolaos DT, Evangelos AK, Stauros P, Lakovos SV. Performance evaluation study for QoS-aware triple play services over entry-level xDSL connections. Journal of Network and Computer Applications. 2009; 32(4): 215–225
. Ferrari T, Pau G, Raffaelli C. Measurement Based Analysis of Delay in Priority Queuing. INFN-CNAF, viale Berti Pichat 6/2, I - 40127 Bologna, ITALY DEIS, University of Bologna, viale Risorgimento 2, I - 40136 Bologna. ITALY Computer Science Department University of California Los Angles; 2001.
. Bilich CG. TCP over WIMAX Networks. PhD Thesis. Trento: The Department of Information and Communication Technology of the University of Trento; 2006.
. Mao J, Moh WM, Wei B. PQWRR Scheduling Algorithm in Supporting of DiffServ. IEEE International Conference on Communications. Helsinki. 2001; 3: 679-684.
. Bennett JCR, Zhang H. Why WFQ Is Not Good Enough For Integrated Services Networks In Proceedings of IEEE INFOCOM. New York. 1996: 301-308.
. Cai L, Xiao Y, Shen XS, Cai L, Mark JW. VoIP over WLAN: Voice capacity, admission control, QoS, and MAC. International Journal of Communication Systems. 2006; 19(6): 491–508
. Ferrari T, Pau G, Raffaelli C. Measurement Based Analysis of Delay in Priority Queuing. IEEE Global Telecommunications Conference (GLOBECOM). San Antonio. 2001; 3: 1834-1840.
. Zadeh LA. Fuzzy sets and applications: Selected papers by L.A. Zadeh. New York: Wiley; 1987.
. Errampalli M. Fuzzy Logic based MicroscopicTraffic Network Simulation (FloMITS) Model. PhD Thesis. Gifu: Urban and Regional Planning, School of Engineering Gifu University; 2007.
. Alkhawlani M, Ayesh A. Access Network Selection Based on Fuzzy Logic and Genetic Algorithms. Advances in Artificial Intelligence. 2008; 10(1): 1-12.
. Cho HC, Fadali MS, Lee JW, Lee YJ, Lee KS. Lyapunov-based Fuzzy Queue Scheduling for Internet Routers. International Journal of Control, Automation, and Systems. 2007; 5(3): 317-323.
. Kumar V, Schwabe EJ. Improved algorithms and data structures for solving graph problems in external memory. Eighth IEEE Symposium on Parallel and Distributed Processing. New Orleans. 1996: 169-176.
. Dasgupta S, Papadimitriou CH, Vazirani UV. Algorithms. E-book. 2006. http://www.mhhe.com/dasgupta
. Algorithms and Data Structures: Priority Queues and Simple Sorting. rev. 07/02/2009 21:55. 2009.
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