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International INTERNATIONAL Journal of Electronics and JOURNAL Communication Engineering OF ELECTRONICS & Technology (IJECET), AND 
ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
COMMUNICATION  
ENGINEERING  TECHNOLOGY (IJECET) 
ISSN 0976 – 6464(Print) 
ISSN 0976 – 6472(Online) 
Volume 5, Issue 6, June (2014), pp. 67-74 
© IAEME: http://www.iaeme.com/IJECET.asp 
Journal Impact Factor (2014): 7.2836 (Calculated by GISI) 
www.jifactor.com 
67 
 
IJECET 
© I A E M E 
PERFORMANCE EVALUATION OF QUALITY OF SERVICE IN 
HETEROGENEOUS NETWORKS USING OPNET MODELLER 
Vijay Verma1, Silki Baghla2 
1Research Scholar, ECE Department, JCDM College of Engineering, Sirsa, INDIA 
2Astt. Prof., ECE Department, JCDM College of Engineering, Sirsa, INDIA 
ABSTRACT 
The aim of next generation wireless network (NGWN) is to integrate different wireless 
access technologies such as WLAN, WiMAX, UMTS etc., each with its own characteristics, into a 
common IP-based core network to provide mobile user with seamless connectivity. One of the major 
issues for the converged heterogeneous networks is to provide seamless connectivity with QoS 
support. In this paper we simulated various wireless networks (WLAN, WiMAX and UMTS) for 
various applications and evaluated their performance as individual as well as in integrated mode. 
Keywords: WLAN, WiMAX, UMTS, QoS, NGWN. 
INTRODUCTION 
Now a days telecommunication services such as video on demand, music down- load, video 
streaming, video conferencing and VoIP are becoming part of user’s daily activities. These 
applications demand high quality service, particularly for voice and real time sessions. So it is very 
important to increase the quality of data for telecommunication [2]. In wireless technologies such as 
3G, WLAN, WiMAX etc. offer variety of services. They are developed with different standards and 
provide different area of coverage and data rates [3]. VoIP applications are being widely used in 
today's networks challenging their capabilities to provide a good quality of experience level to the 
users [4]. Now days the heterogeneous networks are widely used in telecommunication. The 
mobility in heterogeneous networks for any mobile device requires seamless connectivity using 
vertical handover [6]. But the mobility management is the main issue in heterogeneous networks that 
supports the roaming of users from one system to another [7]. The vertical handover involves 
procedures of registration, binding, route optimization, and bi-directional tunnelling mode so that 
transition between heterogeneous access technologies is transparent to user [5]. Consequently, many 
wireless technologies, such as 3rd Generation (3G), Worldwide Interoperability for Microwave
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
Access (WiMAX), Wireless LAN (WLAN), Universal Mobile Telecommunications System (UMTS) 
are emerging to satisfy the users’ growing requirements to provide anytime and anywhere access to 
the Internet. 
68 
 
Even though, the wired network has benefits like less packet loss, more security and less 
delay, it has its main drawback as immobility which makes the wireless network to be prominent 
since it supports mobility. Nowadays, the voice and video transmission is widespread among the 
mobile users. In this case, the effective quality of speech at the destination side is more essential. The 
quality of speech in any network is determined by using Mean Opinion Score (MOS) value, delay, 
jitter [1] while quality of service of any network can be determined in terms of load, delay and 
throughput as well. In this paper we have integrated three wireless technologies (WLAN, WIMAX 
and UMTS) in a network and analyzed its performance for voice application. The analysis is done on 
the basis of MOS value, delay, jitter, load, throughput and mobility. As the mobile terminal moves in 
such an integrated network its point of connectivity to access point may shift from one access point 
to another. This process of change of access point is known as handover. In WLAN network 
handover can be found through its AP connectivity while in Wimax handovers can be found by its 
mobility. In UMTS, handovers can be found as active cell count in UMTS handover. 
INTEGRATION OF VARIOUS WIRELESS NETWORKS 
In this paper implementation of three wireless technologies WLAN, WIMAX and UMTS 
have been implemented on OPNET Modeller. The simulation is done in 2 parts having seven 
scenarios: 
1) Network implementation using same wireless technology 
• Implementation of WLAN network in 7- cell structure 
• Implementation of WiMAX network in 7- cell structure 
• Implementation of UMTS network in 7-cell structure 
2) Network implementation using different wireless technologies 
• Integration of WLAN- WiMAX 
• Integration of WLAN-UMTS 
• Integration of WiMAX-UMTS 
• Integration of WLAN-WiMAX-UMTS 
In scenarios of first part the simulation is performed with three applications Voice, Video and 
FTP while for scenarios in second part voice application is used for performance application. 
SIMULATION RESULTS FOR INDIVIDUAL NETWORKS 
Fig. 1, 2 and 3 shows WLAN, WiMAX and UMTS network structure used in this work in 7- 
cell structure. In WLAN each cell has four mobile workstations connected with one base staion while 
in WiMAX network each cell has 5 mobile workstations with one access point. UMTS network 7 
cell structure shown in figure 2. Each cell can have 1 or more NODE B.
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
Figure 1: Implementation of WLAN 
Figure 2: Implementation of WiMAX 
Figure 3: Implementation of UMTS 
69
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
Figure 4: Voice jitter in WLAN, WiMAX and UMTS 
Table no. 1 
Parameters WLAN WiMAX UMTS 
Voice Jitter -0.001 sec 0 sec 0.33 sec 
Voice MOS value 2.4 3.7 1.6 
Delay Max- 2.2 sec 0.3 sec 0.2 sec 
70 
Min- 0.4 sec 
Voice jitter for WLAN, WiMAX and UMTS is shown in figure 4 and voice MOS value for 
WLAN, WiMAX and UMTS is shown in figure 5. The value for voice jitter should be low and voice 
MOS value should be high. MOS value is in between 1 to 5. MOS value five is excellent and 1 is 
poor. 
Figure 5: Voice MOS value in WLAN, WiMAX and UMTS
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
SIMULATION RESULTS FOR HETROGENEOUS NETWORKS 
In scenarios 4, 5, 6 and 7 the simulation is done by using voice application. 
In this integrated network, the users can get signal from WiMAX or WLAN (depends on 
71 
signal strength). 
Figure 6: Implementation of WLAN-WiMAX 
In this scenario, four UMTS architectures are integrated with the WLAN architecture. So the 
users can utilize either UMTS or WLAN which depends on the signal strength. 
Figure 7: Implementation of WLAN-UMTS 
In this scenario user equipment can use UMTS or WiMAX, which depends on the signal strength. 
Figure 8: Implementation of WiMAX-UMTS
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
Figure 9: Voice jitter in WLAN-WiMAX, WLAN-UMTS, WiMAX-UMTS 
Figure 10: MOS value in WLAN-WiMAX, WLAN-UMTS, WiMAX-UMTS 
Table no. 2 
Parameters WLAN-WiMAX WLAN-UMTS WIMAX-UMTS 
Voice Jitter 0 sec 0 sec 0.09 sec 
MOS value 3.6 Max-3.1 
72 
Min-1.5 
1
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
A combination of all three networks WLAN, WiMAX and UMTS is shown in the figure. 
Figure 11: WLAN-WiMAX-UMTS implementation 
Figure 12: Voice jitter and MOS value for WLAN-WiMAX-UMTS 
Figure 13: Load in WLAN-WiMAX-UMTS 
73
International Journal of Electronics and Communication Engineering  Technology (IJECET), ISSN 0976 – 
6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 
 
74 
 
Table no. 3 
Parameters WLAN-WiMAX-UMTS 
Voice Jitter Max-0.0036 sec 
Min-0.0001 sec 
Voice MOS value 3.4 
Load 130 bps (WiMAX) 
68,000 bps (WLAN) 
CONCLUSION AND FUTURE WORK 
In this paper, we present a performance analysis of various types of wireless networks with 
many applications using OPNET simulator. The simulation results show that the WiMAX 
performance is good as compared with WLAN and UMTS for voice application and in 
heterogeneous networks, WLAN-WiMAX network gives the best results among all heterogeneous 
networks with 0 sec of jitter and maximum value of MOS. For future work number of networks in a 
structure can be increased and simulated with different applications. The simulation time can also be 
increased for performance evaluation. 
REFERENCES 
1. Dheyaa Jasim Kadhim, Sanaa Shaker Abed, “Performance and handoff evaluation of 
hetrogeneous wireless networks (HWNS) using OPNET Simulator”, International Journal of 
Electronics and Communication Engineering and Technology (IJECET), Vol. 4, Issue 2, 
April, 2013, pp. 477-496. 
2. Karthika A L, Sumithra M G, Shanmugam, “ Performance of voice in integrated WiMAX-WLAN 
and UMTS-WLAN” International Journal of Innovative Research in Science, 
Engineering and Technology Vol. 2, Issue 4, April 2013. 
3. L. Nithyanandan and I. Parthiban, “Vertical Handoff in WLAN-WiMAX-LTE Heterogeneous 
Networks through Gateway Relocation” International Journal of Wireless  Mobile Networks 
(IJWMN) Vol. 4, No. 4, August 2012. 
4. Mohamed A. Mohamed, Fayez W. Zaki, Ahmed M. Elfeki, “Implementation of VoIP over 
WiMAX networks” International Journal of Electronics and Communication Engineering  
Technology (IJECET), Vol. 3, Issue 2, September 2012, pp. 310-320. 
5. Nadia Qasim, “Vertical Handover in Wireless Overlay Networks with Quality of Service 
Factors” the World Congress on Engineering (WCE) Vol. 2, July, 2011, London, U.K. 
6. Iyad Alkhayat, Anup Kumar, Salim Hariri, “End-to-End Mobility Solution for Vertical 
Handoff between Heterogeneous Wireless Networks” Institute of Electrical and Electronics 
Engineers (IEEE), 2009. 
7. Meriem kassar, Brigitte kervella, Guy pujolle, “An overview of vertical handover decision 
strategies in heterogeneous wireless networks” ELSEVIER, computer communication, 2008. 
8. LI MA, FEI YU, and Victor C. M. Leung, “A new method to support UMTS/WLAN vertical 
handover using SCT” Institute of Electrical and Electronics Engineers (IEEE), 2004. 
9. www.opnet.com. 
10. http://en.wikipedia.org/.

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  • 1. International INTERNATIONAL Journal of Electronics and JOURNAL Communication Engineering OF ELECTRONICS & Technology (IJECET), AND ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME COMMUNICATION ENGINEERING TECHNOLOGY (IJECET) ISSN 0976 – 6464(Print) ISSN 0976 – 6472(Online) Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME: http://www.iaeme.com/IJECET.asp Journal Impact Factor (2014): 7.2836 (Calculated by GISI) www.jifactor.com 67 IJECET © I A E M E PERFORMANCE EVALUATION OF QUALITY OF SERVICE IN HETEROGENEOUS NETWORKS USING OPNET MODELLER Vijay Verma1, Silki Baghla2 1Research Scholar, ECE Department, JCDM College of Engineering, Sirsa, INDIA 2Astt. Prof., ECE Department, JCDM College of Engineering, Sirsa, INDIA ABSTRACT The aim of next generation wireless network (NGWN) is to integrate different wireless access technologies such as WLAN, WiMAX, UMTS etc., each with its own characteristics, into a common IP-based core network to provide mobile user with seamless connectivity. One of the major issues for the converged heterogeneous networks is to provide seamless connectivity with QoS support. In this paper we simulated various wireless networks (WLAN, WiMAX and UMTS) for various applications and evaluated their performance as individual as well as in integrated mode. Keywords: WLAN, WiMAX, UMTS, QoS, NGWN. INTRODUCTION Now a days telecommunication services such as video on demand, music down- load, video streaming, video conferencing and VoIP are becoming part of user’s daily activities. These applications demand high quality service, particularly for voice and real time sessions. So it is very important to increase the quality of data for telecommunication [2]. In wireless technologies such as 3G, WLAN, WiMAX etc. offer variety of services. They are developed with different standards and provide different area of coverage and data rates [3]. VoIP applications are being widely used in today's networks challenging their capabilities to provide a good quality of experience level to the users [4]. Now days the heterogeneous networks are widely used in telecommunication. The mobility in heterogeneous networks for any mobile device requires seamless connectivity using vertical handover [6]. But the mobility management is the main issue in heterogeneous networks that supports the roaming of users from one system to another [7]. The vertical handover involves procedures of registration, binding, route optimization, and bi-directional tunnelling mode so that transition between heterogeneous access technologies is transparent to user [5]. Consequently, many wireless technologies, such as 3rd Generation (3G), Worldwide Interoperability for Microwave
  • 2. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME Access (WiMAX), Wireless LAN (WLAN), Universal Mobile Telecommunications System (UMTS) are emerging to satisfy the users’ growing requirements to provide anytime and anywhere access to the Internet. 68 Even though, the wired network has benefits like less packet loss, more security and less delay, it has its main drawback as immobility which makes the wireless network to be prominent since it supports mobility. Nowadays, the voice and video transmission is widespread among the mobile users. In this case, the effective quality of speech at the destination side is more essential. The quality of speech in any network is determined by using Mean Opinion Score (MOS) value, delay, jitter [1] while quality of service of any network can be determined in terms of load, delay and throughput as well. In this paper we have integrated three wireless technologies (WLAN, WIMAX and UMTS) in a network and analyzed its performance for voice application. The analysis is done on the basis of MOS value, delay, jitter, load, throughput and mobility. As the mobile terminal moves in such an integrated network its point of connectivity to access point may shift from one access point to another. This process of change of access point is known as handover. In WLAN network handover can be found through its AP connectivity while in Wimax handovers can be found by its mobility. In UMTS, handovers can be found as active cell count in UMTS handover. INTEGRATION OF VARIOUS WIRELESS NETWORKS In this paper implementation of three wireless technologies WLAN, WIMAX and UMTS have been implemented on OPNET Modeller. The simulation is done in 2 parts having seven scenarios: 1) Network implementation using same wireless technology • Implementation of WLAN network in 7- cell structure • Implementation of WiMAX network in 7- cell structure • Implementation of UMTS network in 7-cell structure 2) Network implementation using different wireless technologies • Integration of WLAN- WiMAX • Integration of WLAN-UMTS • Integration of WiMAX-UMTS • Integration of WLAN-WiMAX-UMTS In scenarios of first part the simulation is performed with three applications Voice, Video and FTP while for scenarios in second part voice application is used for performance application. SIMULATION RESULTS FOR INDIVIDUAL NETWORKS Fig. 1, 2 and 3 shows WLAN, WiMAX and UMTS network structure used in this work in 7- cell structure. In WLAN each cell has four mobile workstations connected with one base staion while in WiMAX network each cell has 5 mobile workstations with one access point. UMTS network 7 cell structure shown in figure 2. Each cell can have 1 or more NODE B.
  • 3. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME Figure 1: Implementation of WLAN Figure 2: Implementation of WiMAX Figure 3: Implementation of UMTS 69
  • 4. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME Figure 4: Voice jitter in WLAN, WiMAX and UMTS Table no. 1 Parameters WLAN WiMAX UMTS Voice Jitter -0.001 sec 0 sec 0.33 sec Voice MOS value 2.4 3.7 1.6 Delay Max- 2.2 sec 0.3 sec 0.2 sec 70 Min- 0.4 sec Voice jitter for WLAN, WiMAX and UMTS is shown in figure 4 and voice MOS value for WLAN, WiMAX and UMTS is shown in figure 5. The value for voice jitter should be low and voice MOS value should be high. MOS value is in between 1 to 5. MOS value five is excellent and 1 is poor. Figure 5: Voice MOS value in WLAN, WiMAX and UMTS
  • 5. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME SIMULATION RESULTS FOR HETROGENEOUS NETWORKS In scenarios 4, 5, 6 and 7 the simulation is done by using voice application. In this integrated network, the users can get signal from WiMAX or WLAN (depends on 71 signal strength). Figure 6: Implementation of WLAN-WiMAX In this scenario, four UMTS architectures are integrated with the WLAN architecture. So the users can utilize either UMTS or WLAN which depends on the signal strength. Figure 7: Implementation of WLAN-UMTS In this scenario user equipment can use UMTS or WiMAX, which depends on the signal strength. Figure 8: Implementation of WiMAX-UMTS
  • 6. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME Figure 9: Voice jitter in WLAN-WiMAX, WLAN-UMTS, WiMAX-UMTS Figure 10: MOS value in WLAN-WiMAX, WLAN-UMTS, WiMAX-UMTS Table no. 2 Parameters WLAN-WiMAX WLAN-UMTS WIMAX-UMTS Voice Jitter 0 sec 0 sec 0.09 sec MOS value 3.6 Max-3.1 72 Min-1.5 1
  • 7. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME A combination of all three networks WLAN, WiMAX and UMTS is shown in the figure. Figure 11: WLAN-WiMAX-UMTS implementation Figure 12: Voice jitter and MOS value for WLAN-WiMAX-UMTS Figure 13: Load in WLAN-WiMAX-UMTS 73
  • 8. International Journal of Electronics and Communication Engineering Technology (IJECET), ISSN 0976 – 6464(Print), ISSN 0976 – 6472(Online), Volume 5, Issue 6, June (2014), pp. 67-74 © IAEME 74 Table no. 3 Parameters WLAN-WiMAX-UMTS Voice Jitter Max-0.0036 sec Min-0.0001 sec Voice MOS value 3.4 Load 130 bps (WiMAX) 68,000 bps (WLAN) CONCLUSION AND FUTURE WORK In this paper, we present a performance analysis of various types of wireless networks with many applications using OPNET simulator. The simulation results show that the WiMAX performance is good as compared with WLAN and UMTS for voice application and in heterogeneous networks, WLAN-WiMAX network gives the best results among all heterogeneous networks with 0 sec of jitter and maximum value of MOS. For future work number of networks in a structure can be increased and simulated with different applications. The simulation time can also be increased for performance evaluation. REFERENCES 1. Dheyaa Jasim Kadhim, Sanaa Shaker Abed, “Performance and handoff evaluation of hetrogeneous wireless networks (HWNS) using OPNET Simulator”, International Journal of Electronics and Communication Engineering and Technology (IJECET), Vol. 4, Issue 2, April, 2013, pp. 477-496. 2. Karthika A L, Sumithra M G, Shanmugam, “ Performance of voice in integrated WiMAX-WLAN and UMTS-WLAN” International Journal of Innovative Research in Science, Engineering and Technology Vol. 2, Issue 4, April 2013. 3. L. Nithyanandan and I. Parthiban, “Vertical Handoff in WLAN-WiMAX-LTE Heterogeneous Networks through Gateway Relocation” International Journal of Wireless Mobile Networks (IJWMN) Vol. 4, No. 4, August 2012. 4. Mohamed A. Mohamed, Fayez W. Zaki, Ahmed M. Elfeki, “Implementation of VoIP over WiMAX networks” International Journal of Electronics and Communication Engineering Technology (IJECET), Vol. 3, Issue 2, September 2012, pp. 310-320. 5. Nadia Qasim, “Vertical Handover in Wireless Overlay Networks with Quality of Service Factors” the World Congress on Engineering (WCE) Vol. 2, July, 2011, London, U.K. 6. Iyad Alkhayat, Anup Kumar, Salim Hariri, “End-to-End Mobility Solution for Vertical Handoff between Heterogeneous Wireless Networks” Institute of Electrical and Electronics Engineers (IEEE), 2009. 7. Meriem kassar, Brigitte kervella, Guy pujolle, “An overview of vertical handover decision strategies in heterogeneous wireless networks” ELSEVIER, computer communication, 2008. 8. LI MA, FEI YU, and Victor C. M. Leung, “A new method to support UMTS/WLAN vertical handover using SCT” Institute of Electrical and Electronics Engineers (IEEE), 2004. 9. www.opnet.com. 10. http://en.wikipedia.org/.