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International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016]
Infogain Publication (Infogainpublication.com) ISSN : 2454-1311
www.ijaems.com Page | 1983
End to End Delay Performance Analysis of Video
Conferencing over LTE
Rofida Alhadi Alnoor1
, Dr. Khalid Hamid Bilal2
, Dr. Mustafa Mohamed Alhassan3
1
Department of Communication, Faculty of Engineering, Al-Neelain University, Khartoum, Sudan
2
University of Science and Technology, Khartoum, Sudan
3
Department of Communication, Faculty of Engineering, Al-Neelain University, Khartoum, Sudan
Abstract— Mental development to use the data, such as
multimedia, video and online games led to the development
of a technique called LTE long term evolution. The goal of
this paper is to analyze the quality of service (QoS)
performance and its effects when video is streamed over
LTE .Using OPNET (Optimized Network Engineering
Tool). the performance can be simulated having Different
scenarios for video conferencing . in addition to we also
measured the performance of packet End-to-End delay .
Keywords—LTE, Real time application, Video, GBR, QoS.
I. INTRODUCTION
Long Term Evolution (LTE) It is a system that has been
developed due to the high demand for data usage in the
mobile devices in terms of the flow of the media, for
example, video conferencing, Voip, Internet TV, online
games. Long Term Evolution (LTE)[1] is radio access
network technology standardized in Third Generation
Partnership Project (3GPP)[2] in release 8. the 4G
technology come to achieves increasing in data rates and
more improved performance. Wireless networks are Gone
through three stages ,stage one was involved about voice
traffic for voice calling, stage tow was involved about data
traffic, third stage Now it is video traffic .Video traffic will
be more complex to manage, more efficient way of
optimization is desired to get high quality of service. It is a
real challenge to do video communication through mobile
broadband due to limited bandwidth and high reliability and
quality [3].
1.1 Overview of 3GPP LTE
Long Term Evolution (LTE) is The next evolution of the
Radio Access Network (RAN) .3GPP developed LTE to
support increase data rates and high efficiency, high data
rate with high QoS. LTE supports a different range of
bandwidth such as 1.4MHz, 3.0MHz, 5MHz, 10MHz,
15MHz and 20MHz bandwidths [12]. OFDMA (Orthogonal
Frequency Multiple Access) the Multiple Access techniques
used in LTE downlink and uplink, Single Carrier Frequency
Division Multiple Access (SC-FDMA)[13].
LTE is developed to give a high data rate and low latency
system as shown in Table 1.is expected to support different
types of services .UE are expected to be 20MHz For upload
and download.
Table.1: LTE performance requirements [12].
Measured Requirements
Packet data rates Downlink: 100 Mbps,
Uplink: 50 Mbps For 20MHz
spectrum
Mobility Supports Up to 500 km/h but
performed for low speeds
from 0 to 15 km/h
Control plane latency
(Transition time to
active state)
Less than 100ms both in idle
and active
User plane latency Less than 5ms
Control plane capability More than 200 users per cell
for 5MHz spec-trum.
Cell size (Coverage) 5-100km with minor
degradation following 30km.
Range flexibility 1.4, 3, 5, 10, 15 and 20MHz
Different publisher paper and thesis analyzed and evaluated
the QoS over LTE. The authors of [8] described the LTE
interface between the base station and user equipment with
three downlink video capacities. They described the impact
of system outage criteria and quality of video on air
interface video capacities. They also discussed the different
notes on quality with the consideration of assuming
different cost.
In [9] the authors discuss the effects of various QoS , which
assume over LTE mixed service performance. In [10] the
author discuss scheduling a new algorithm to load RT
wireless video on LTE, taking into account delays, have
achieved better video quality. The authors in [11] developed
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016]
Infogain Publication (Infogainpublication.com) ISSN : 2454-1311
www.ijaems.com Page | 1984
an approach it is semi optimal video. In LTE with QoS
environment, to generate considerable MPEG-4 and H.264
transmission rates.
This paper analyzes performance of QoS parameter end-to-
end delay for video conferencing in LTE network under
different network scenarios, using OPNET modeler.
End-to-End (E2E) delay the Time needed to transport the
packet from the Source to Destination in the network,
measured in seconds. , E2E delay is a main parameter in
QoS used to evaluate the performance of networks [15].The
end-to-end delay is related to encoding/decoding delay,
transmission delay, propagation delay, processing delay and
queen delay.
II. METHODOLOGY
We used OPNET Modeler for the simulation analysis. in
This part of the paper describes the network model used in
this study. we implemented 3 network scenarios . Scenario
1 is modeled as a Low Load Network, Scenario 2 is
modeled as a Medium Load Network and Scenario 3 is
modeled as a High Load Network.
III. SIMULATOR ENVIRONMENT
The OPNET Modeler used for simulations, it provides
closer results to the real environment. The simulation of
Video conference application over the LTE Network
designed under the following LTE Network parameters.
Table.2: The environment that has the simulation depending
upon
Parameter value
PDCCH 3
Loading Factor (UL) Default
Loading Factor (DL) Default
Inactive Bearer Timeout (sec.) 20
Antenna Gain (dBi) 15 dBi
Battery Capacity Unlimited
Maximum Transmission Power (w) 0.00394
Operating Power 10
PHY Profile LTE 20 MHz FDD
Receiver Sensitivity (dBm) -200 dBm
Periodic Configuration Index 40
Subband Report Repetition Count (k) 1
UL SC-FDMA Channel
Configuration Base Frequency (GHz)
1920 MHz
Bandwidth (MHz) 20 MHz
Cyclic Prefix Type Normal (7 Symbols per
Slot)
DL SC-FDMA Channel
Configuration Base Frequency (GHz)
2100 MHz
IV. SIMULATION
After setting the simulation parameters for the LTE network
with Video Application, the screenshots from the OPNET
software shows different LTE Network scenarios.
4.1 Scenario 1 (Low Load) Network
Fig.1: Scenario 1 .
4.2 Scenarios 2/3 (Medium/High Load) Network
Fig.2: Scenario 2/3.
V. RESULTS
The result of scenario 1(Low Load) , in scenario 1, frame
inter-arrival time and frame size for video application are
set for Platinum, Gold, Silver and Bronze bearers.
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016]
Infogain Publication (Infogainpublication.com) ISSN : 2454-1311
www.ijaems.com Page | 1985
Table.3: E2E delays for Scenario 1(Low Load) Network.
Bearer Min.
(sec.)
Avg.
(sec.)
Max.
(sec.)
Std. Dev.
(sec.)
UE_1_1 0.0210 0.0210 0.0211 1.22E-005
UE_1_2 0.0260 0.0260 0.0261 1.73E-005
UE_1_3 0.0328 0.0329 0.0329 1.42E-005
UE_1_4 0.03990 0.03999 0.03999 1.12E-005
Fig.3: E2E delays for Scenario 1(Low Load) Network
The result of scenario 2 (Medium Load) .
Table.4: E2E delays for Scenario 2(Medium Load)
Network.
. Bearer Min.
(sec.)
Avg.
(sec.)
Max.
(sec.)
Std. Dev.
(sec.)
UE_1_1 0.0281 0.0281 0.0288 9.22E-005
UE_1_2 0.040 0.0418 0.0664 0.0031
UE_1_3 0.906 3.150 3.289 0.038
UE_1_4 4.929 39.31 40.681 5.768
Fig.4: E2E delays for Scenario 2 (Medium Load) Network
The result for high load show in the Figure 5 and Table 5.
Table.5: E2E delays for Scenario 3 (High Load) Network.
Bearer Min.
(sec.)
Avg.
(sec.)
Max.
(sec.)
Std. Dev.
(sec.)
UE_1_1 0.037 0.0371 0.038 0.0002
UE_1_2 0.484 2.490 2.679 0.374
UE_1_3 1.322 2.108 2.117 0.083
UE_1_4 5.551 33.612 34.58 4.428
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016]
Infogain Publication (Infogainpublication.com) ISSN : 2454-1311
www.ijaems.com Page | 1986
Fig.5: E2E delays for Scenario 3 (High Load) Network
VI. RESULT DISCUSSION
Analysis of end to end delay performance for video
conferencing. From the Table (3) and Figure (3) it can be
seen that, GBR bearers are able to reduce average delays
than NGBR bearers. The delay for GBR and NGBR bearers
are acceptable, to achieved QoS goal the end to end delay
should be equal or less than 150 ms. The simulation results
show that the different levels of end to end delay
performance can be achieved by using prioritization
associated with LTE QoS.
Table (4) and Figure (4) We can see that tow bearers
(Platinum and Gold) are able to reduce average delay,
whereas Silver and Bronze are having worst delay
performance. From the point of QoS, for Silver and Bronze
NGBR the delay is not acceptable. This means that, in order
to maintain the quality for an interactive conversational
video, the delay should be equal or less than 150ms.
Table (5) and Figure (5) the delay is improved by applying
prioritization. For instance, Platinum bearer reduces average
delays whereas Gold, Silver and Bronze are having worst
delay performance. Delays for these three bearers are not
acceptable from QoS point of view. This means that in
order to maintain the quality for video conferencing, the
delay should be equal or less than 150 ms.
VII. CONCLUSION
In this paper we have investigated the effect of QoS
performance for video conferencing in the LTE network
with E2E delay, OPNET Modeler has been used to simulate
the network, The parameters which was taken in our
simulation was shown in table (2).
The simulation result shows that GBR and NGBR bearers
have great impact on video conferencing under congested
network.
E2E delay for low load scenario is almost zero for
both GBR and NGBR bearers.
For medium load network, the delay ranges
0.0281~0.041 seconds and 3.150~39 seconds for
GBR and NGBR bearers respectively. This
indicates that packet partially rejected for NGBR.
In scenario 3 (High Load) network, only highest
priority GBR has tolerable E2E delay of 0.0371
seconds.
We can conclude that, highest priority GBR bearer is
getting more opportunity to use available resources in ESP
of eNodeB while the network is congested. Compared to
GBR bearers’ traffic, NGBR are almost rejected.
REFERENCES
[1] E. Dahlman, S. Parkvall, J. Sköld, and P. Beming, “3G
Evalution HSPA and LTE for mobile Broadband”,
Academic press, 2008.
[2] “3GPP TS 36-series,” http://www.3gpp.org/”,
Accessed February 7,2011.
[3] O. Oyman, J. Foerster, Yong-joo Tcha, and Seong-
Choon Lee, “Toward en-hanced mobile video services
over WiMAX and LTE [WiMAX/LTE Update],”
IEEE Communications Magazine, vol. 48, no. 8, pp.
68-76, Aug. 2010.
[4] R. Ludwig, H. Ekstrom, P. Willars, and N. Lundin,
“An Evolved 3GPP QoS Concept,” in Vehicular
Technology Conference, 2006. VTC 2006-Spring.
IEEE 63rd, 2006, vol. 1, pp. 388-392.
[5] David Griffin et al., “Interdomain routing through
QoS-class planes [Quality-of-Service-Based Routing
Algorithms for Heterogeneous Networks” IEEE
Communications Magazine, vol. 45, no. 2, pp. 88-95,
Feb. 2007.
[6] J. W. Creswell, Research design” qualitative,
quantitative, and mixed methods approaches. Sage
Publications”, 2003.
[7] K. Salah, P. Calyam, and M. I. Buhari, “Assessing
readiness of IP networks to support desktop
videoconferencing using OPNET” Journal of Network
and Computer Applications, vol. 31, no. 4, pp. 921-
943, Nov. 2008.
International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016]
Infogain Publication (Infogainpublication.com) ISSN : 2454-1311
www.ijaems.com Page | 1987
[8] Jing Hu, S. Choudhury, and J. D. Gibson, “Video
Capacity of WLANs With a Multiuser Perceptual
Quality Constraint” IEEE Transactions on
Multimedia, vol. 10, no. 8, pp. 1465-1478, Dec. 2008.
[9] Kyungsoo Lee, Sangki Yun, and Hyogon Kim,
“Boosting Video Capacity of IEEE 802.11n through
Multiple Receiver Frame Aggregation” in IEEE
Vehicu-lar Technology Conference, 2008. VTC Spring
2008, 2008, pp. 2587-2591.
[10]A. Talukdar, M. Cudak, and A. Ghosh, “Streaming
Video Capacities of LTE Air-Interface” in 2010 IEEE
International Conference on Communications (ICC),
2010, pp. 1-5.
[11]M. Werersson, “Scheduling of Multi-Media over 3gpp
LTE” Lulea Tekniska Universitet, 2007.
[12]“Long Term Evolution (LTE) A Technical Overview”
TECHNICAL WHITE PA-PER, 2007. [13] J. Zyren
and D. W. McCoy, “Overview of the 3GPP Long
Term Evolution Physical Layer” White Paper,
freescale semiconductior, Jul-2007.
[13]“UTRA-UTRAN Long Term Evolution (LTE) and
3GPP System ArchitectureE-volution(SAE)”Apr-
2006.Online].Available:
ftp://ftp.3gpp.org/Inbox/2008_web_files/LTA_Paper.p
df. [14] “Delay Performance in IP Routers
(Conference Paper by Patrik Carlsson, Doru
Constantinescu, Adrian Popescu, Markus Fiedler,
Arne A. Nilsson) - Electronic Research Archive @
Blekinge Institute of Technology (BTH).” [Online].
Availa-ble:
http://www.bth.se/fou/forskinfo.nsf/alfs/6a057540409
6648bc1256eed00309b88. [Accessed: 04-Sep-2011].

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end to end delay performance analysis of video conferencing over lte

  • 1. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016] Infogain Publication (Infogainpublication.com) ISSN : 2454-1311 www.ijaems.com Page | 1983 End to End Delay Performance Analysis of Video Conferencing over LTE Rofida Alhadi Alnoor1 , Dr. Khalid Hamid Bilal2 , Dr. Mustafa Mohamed Alhassan3 1 Department of Communication, Faculty of Engineering, Al-Neelain University, Khartoum, Sudan 2 University of Science and Technology, Khartoum, Sudan 3 Department of Communication, Faculty of Engineering, Al-Neelain University, Khartoum, Sudan Abstract— Mental development to use the data, such as multimedia, video and online games led to the development of a technique called LTE long term evolution. The goal of this paper is to analyze the quality of service (QoS) performance and its effects when video is streamed over LTE .Using OPNET (Optimized Network Engineering Tool). the performance can be simulated having Different scenarios for video conferencing . in addition to we also measured the performance of packet End-to-End delay . Keywords—LTE, Real time application, Video, GBR, QoS. I. INTRODUCTION Long Term Evolution (LTE) It is a system that has been developed due to the high demand for data usage in the mobile devices in terms of the flow of the media, for example, video conferencing, Voip, Internet TV, online games. Long Term Evolution (LTE)[1] is radio access network technology standardized in Third Generation Partnership Project (3GPP)[2] in release 8. the 4G technology come to achieves increasing in data rates and more improved performance. Wireless networks are Gone through three stages ,stage one was involved about voice traffic for voice calling, stage tow was involved about data traffic, third stage Now it is video traffic .Video traffic will be more complex to manage, more efficient way of optimization is desired to get high quality of service. It is a real challenge to do video communication through mobile broadband due to limited bandwidth and high reliability and quality [3]. 1.1 Overview of 3GPP LTE Long Term Evolution (LTE) is The next evolution of the Radio Access Network (RAN) .3GPP developed LTE to support increase data rates and high efficiency, high data rate with high QoS. LTE supports a different range of bandwidth such as 1.4MHz, 3.0MHz, 5MHz, 10MHz, 15MHz and 20MHz bandwidths [12]. OFDMA (Orthogonal Frequency Multiple Access) the Multiple Access techniques used in LTE downlink and uplink, Single Carrier Frequency Division Multiple Access (SC-FDMA)[13]. LTE is developed to give a high data rate and low latency system as shown in Table 1.is expected to support different types of services .UE are expected to be 20MHz For upload and download. Table.1: LTE performance requirements [12]. Measured Requirements Packet data rates Downlink: 100 Mbps, Uplink: 50 Mbps For 20MHz spectrum Mobility Supports Up to 500 km/h but performed for low speeds from 0 to 15 km/h Control plane latency (Transition time to active state) Less than 100ms both in idle and active User plane latency Less than 5ms Control plane capability More than 200 users per cell for 5MHz spec-trum. Cell size (Coverage) 5-100km with minor degradation following 30km. Range flexibility 1.4, 3, 5, 10, 15 and 20MHz Different publisher paper and thesis analyzed and evaluated the QoS over LTE. The authors of [8] described the LTE interface between the base station and user equipment with three downlink video capacities. They described the impact of system outage criteria and quality of video on air interface video capacities. They also discussed the different notes on quality with the consideration of assuming different cost. In [9] the authors discuss the effects of various QoS , which assume over LTE mixed service performance. In [10] the author discuss scheduling a new algorithm to load RT wireless video on LTE, taking into account delays, have achieved better video quality. The authors in [11] developed
  • 2. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016] Infogain Publication (Infogainpublication.com) ISSN : 2454-1311 www.ijaems.com Page | 1984 an approach it is semi optimal video. In LTE with QoS environment, to generate considerable MPEG-4 and H.264 transmission rates. This paper analyzes performance of QoS parameter end-to- end delay for video conferencing in LTE network under different network scenarios, using OPNET modeler. End-to-End (E2E) delay the Time needed to transport the packet from the Source to Destination in the network, measured in seconds. , E2E delay is a main parameter in QoS used to evaluate the performance of networks [15].The end-to-end delay is related to encoding/decoding delay, transmission delay, propagation delay, processing delay and queen delay. II. METHODOLOGY We used OPNET Modeler for the simulation analysis. in This part of the paper describes the network model used in this study. we implemented 3 network scenarios . Scenario 1 is modeled as a Low Load Network, Scenario 2 is modeled as a Medium Load Network and Scenario 3 is modeled as a High Load Network. III. SIMULATOR ENVIRONMENT The OPNET Modeler used for simulations, it provides closer results to the real environment. The simulation of Video conference application over the LTE Network designed under the following LTE Network parameters. Table.2: The environment that has the simulation depending upon Parameter value PDCCH 3 Loading Factor (UL) Default Loading Factor (DL) Default Inactive Bearer Timeout (sec.) 20 Antenna Gain (dBi) 15 dBi Battery Capacity Unlimited Maximum Transmission Power (w) 0.00394 Operating Power 10 PHY Profile LTE 20 MHz FDD Receiver Sensitivity (dBm) -200 dBm Periodic Configuration Index 40 Subband Report Repetition Count (k) 1 UL SC-FDMA Channel Configuration Base Frequency (GHz) 1920 MHz Bandwidth (MHz) 20 MHz Cyclic Prefix Type Normal (7 Symbols per Slot) DL SC-FDMA Channel Configuration Base Frequency (GHz) 2100 MHz IV. SIMULATION After setting the simulation parameters for the LTE network with Video Application, the screenshots from the OPNET software shows different LTE Network scenarios. 4.1 Scenario 1 (Low Load) Network Fig.1: Scenario 1 . 4.2 Scenarios 2/3 (Medium/High Load) Network Fig.2: Scenario 2/3. V. RESULTS The result of scenario 1(Low Load) , in scenario 1, frame inter-arrival time and frame size for video application are set for Platinum, Gold, Silver and Bronze bearers.
  • 3. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016] Infogain Publication (Infogainpublication.com) ISSN : 2454-1311 www.ijaems.com Page | 1985 Table.3: E2E delays for Scenario 1(Low Load) Network. Bearer Min. (sec.) Avg. (sec.) Max. (sec.) Std. Dev. (sec.) UE_1_1 0.0210 0.0210 0.0211 1.22E-005 UE_1_2 0.0260 0.0260 0.0261 1.73E-005 UE_1_3 0.0328 0.0329 0.0329 1.42E-005 UE_1_4 0.03990 0.03999 0.03999 1.12E-005 Fig.3: E2E delays for Scenario 1(Low Load) Network The result of scenario 2 (Medium Load) . Table.4: E2E delays for Scenario 2(Medium Load) Network. . Bearer Min. (sec.) Avg. (sec.) Max. (sec.) Std. Dev. (sec.) UE_1_1 0.0281 0.0281 0.0288 9.22E-005 UE_1_2 0.040 0.0418 0.0664 0.0031 UE_1_3 0.906 3.150 3.289 0.038 UE_1_4 4.929 39.31 40.681 5.768 Fig.4: E2E delays for Scenario 2 (Medium Load) Network The result for high load show in the Figure 5 and Table 5. Table.5: E2E delays for Scenario 3 (High Load) Network. Bearer Min. (sec.) Avg. (sec.) Max. (sec.) Std. Dev. (sec.) UE_1_1 0.037 0.0371 0.038 0.0002 UE_1_2 0.484 2.490 2.679 0.374 UE_1_3 1.322 2.108 2.117 0.083 UE_1_4 5.551 33.612 34.58 4.428
  • 4. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016] Infogain Publication (Infogainpublication.com) ISSN : 2454-1311 www.ijaems.com Page | 1986 Fig.5: E2E delays for Scenario 3 (High Load) Network VI. RESULT DISCUSSION Analysis of end to end delay performance for video conferencing. From the Table (3) and Figure (3) it can be seen that, GBR bearers are able to reduce average delays than NGBR bearers. The delay for GBR and NGBR bearers are acceptable, to achieved QoS goal the end to end delay should be equal or less than 150 ms. The simulation results show that the different levels of end to end delay performance can be achieved by using prioritization associated with LTE QoS. Table (4) and Figure (4) We can see that tow bearers (Platinum and Gold) are able to reduce average delay, whereas Silver and Bronze are having worst delay performance. From the point of QoS, for Silver and Bronze NGBR the delay is not acceptable. This means that, in order to maintain the quality for an interactive conversational video, the delay should be equal or less than 150ms. Table (5) and Figure (5) the delay is improved by applying prioritization. For instance, Platinum bearer reduces average delays whereas Gold, Silver and Bronze are having worst delay performance. Delays for these three bearers are not acceptable from QoS point of view. This means that in order to maintain the quality for video conferencing, the delay should be equal or less than 150 ms. VII. CONCLUSION In this paper we have investigated the effect of QoS performance for video conferencing in the LTE network with E2E delay, OPNET Modeler has been used to simulate the network, The parameters which was taken in our simulation was shown in table (2). The simulation result shows that GBR and NGBR bearers have great impact on video conferencing under congested network. E2E delay for low load scenario is almost zero for both GBR and NGBR bearers. For medium load network, the delay ranges 0.0281~0.041 seconds and 3.150~39 seconds for GBR and NGBR bearers respectively. This indicates that packet partially rejected for NGBR. In scenario 3 (High Load) network, only highest priority GBR has tolerable E2E delay of 0.0371 seconds. We can conclude that, highest priority GBR bearer is getting more opportunity to use available resources in ESP of eNodeB while the network is congested. Compared to GBR bearers’ traffic, NGBR are almost rejected. REFERENCES [1] E. Dahlman, S. Parkvall, J. Sköld, and P. Beming, “3G Evalution HSPA and LTE for mobile Broadband”, Academic press, 2008. [2] “3GPP TS 36-series,” http://www.3gpp.org/”, Accessed February 7,2011. [3] O. Oyman, J. Foerster, Yong-joo Tcha, and Seong- Choon Lee, “Toward en-hanced mobile video services over WiMAX and LTE [WiMAX/LTE Update],” IEEE Communications Magazine, vol. 48, no. 8, pp. 68-76, Aug. 2010. [4] R. Ludwig, H. Ekstrom, P. Willars, and N. Lundin, “An Evolved 3GPP QoS Concept,” in Vehicular Technology Conference, 2006. VTC 2006-Spring. IEEE 63rd, 2006, vol. 1, pp. 388-392. [5] David Griffin et al., “Interdomain routing through QoS-class planes [Quality-of-Service-Based Routing Algorithms for Heterogeneous Networks” IEEE Communications Magazine, vol. 45, no. 2, pp. 88-95, Feb. 2007. [6] J. W. Creswell, Research design” qualitative, quantitative, and mixed methods approaches. Sage Publications”, 2003. [7] K. Salah, P. Calyam, and M. I. Buhari, “Assessing readiness of IP networks to support desktop videoconferencing using OPNET” Journal of Network and Computer Applications, vol. 31, no. 4, pp. 921- 943, Nov. 2008.
  • 5. International Journal of Advanced Engineering, Management and Science (IJAEMS) [Vol-2, Issue-12, Dec.- 2016] Infogain Publication (Infogainpublication.com) ISSN : 2454-1311 www.ijaems.com Page | 1987 [8] Jing Hu, S. Choudhury, and J. D. Gibson, “Video Capacity of WLANs With a Multiuser Perceptual Quality Constraint” IEEE Transactions on Multimedia, vol. 10, no. 8, pp. 1465-1478, Dec. 2008. [9] Kyungsoo Lee, Sangki Yun, and Hyogon Kim, “Boosting Video Capacity of IEEE 802.11n through Multiple Receiver Frame Aggregation” in IEEE Vehicu-lar Technology Conference, 2008. VTC Spring 2008, 2008, pp. 2587-2591. [10]A. Talukdar, M. Cudak, and A. Ghosh, “Streaming Video Capacities of LTE Air-Interface” in 2010 IEEE International Conference on Communications (ICC), 2010, pp. 1-5. [11]M. Werersson, “Scheduling of Multi-Media over 3gpp LTE” Lulea Tekniska Universitet, 2007. [12]“Long Term Evolution (LTE) A Technical Overview” TECHNICAL WHITE PA-PER, 2007. [13] J. Zyren and D. W. McCoy, “Overview of the 3GPP Long Term Evolution Physical Layer” White Paper, freescale semiconductior, Jul-2007. [13]“UTRA-UTRAN Long Term Evolution (LTE) and 3GPP System ArchitectureE-volution(SAE)”Apr- 2006.Online].Available: ftp://ftp.3gpp.org/Inbox/2008_web_files/LTA_Paper.p df. [14] “Delay Performance in IP Routers (Conference Paper by Patrik Carlsson, Doru Constantinescu, Adrian Popescu, Markus Fiedler, Arne A. Nilsson) - Electronic Research Archive @ Blekinge Institute of Technology (BTH).” [Online]. Availa-ble: http://www.bth.se/fou/forskinfo.nsf/alfs/6a057540409 6648bc1256eed00309b88. [Accessed: 04-Sep-2011].