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Energy Efficient and QoS Aware Framework for Video Transmission over Wireless Sensor Networks

DOI: 10.4236/wsn.2016.83003, PP. 25-36

Keywords: Wireless Multimedia Sensor Networks, Cross Layer Design, GOP Structure Analysis, Packet Scheduling, Queue Scheduling, Path Scheduling

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Abstract:

Wireless Multimedia Sensor Networks (WMSNs), is a network of sensors, which are limited in terms of memory, computing, bandwidth, and battery lifetime. Multimedia transmission over WSN requires certain QoS guarantees such as huge amount of bandwidth, strict delay and lower loss ratio that makes transmitting multimedia is a complicated task. However, adopting cross-layer approach in WMSNs improves quality of service of WSN under different environmental conditions. In this work, an energy efficient and QoS aware framework for transmitting multimedia content over WSN (EQWSN) is presented, where packet, queue and path scheduling were introduced. It adapts the application layer parameter of video encoder to current wireless channel state, and drops less important packets in case of network congestion according to packet type. Finally, the path scheduling differentiates packets types/priority and route them through different paths with different QoS considering network lifetime. Simulation results show that the new scheme EQWSN transmits video quality with QoS guarantees in addition to prolonging network lifetime.

References

[1]  Shen, Z.J. (2011) Peer-to-Peer Media Streaming: Insights and New Developments. Proceedings of the IEEE.
[2]  Guha, A., Pavan, A., Liu, J.C.L. and Roberts, B.A. (1995) Controlling the Process with Distributed Multimedia. IEEE Multimedia, 2, 20-29.
http://dx.doi.org/10.1109/93.388202
[3]  Reeves, A.A., et al. (2005) Remote Monitoring of Patients Suffering from Early Symptoms of Dementia. International Workshop on Wearable and Implantable Body Sensor Networks.
[4]  Campbell, J., et al. (2005) IrisNet: An Internet-Scale Architecture for Multimedia Sensors. Proceedings of the 13th ACM International Conference on Multimedia.
http://dx.doi.org/10.1145/1101149.1101162
[5]  Hu, F. and Kumar, S. (2003) Multimedia Query with QoS Considerations for Wireless Sensor Networks in Telemedicine. Proceedings of Society of Photo-Optical Instrumentation Engineers—International Conference on Internet Multimedia Management Systems, Orlando.
[6]  Xiong, Z.Y., Fan, X.P., Liu, S.Q. and Zhong, Z. (2010) Distributed Image Coding in Wireless Multimedia Sensor Networks: A Survey. Advanced Computational Intelligence (IWACI), 618-622.
http://dx.doi.org/10.1109/iwaci.2010.5585161
[7]  Rosário, D., Costa, R., Santos, A., Braun, T. and Cerqueira, E. (2013) QoE-Aware Multiple Path Video Transmission for Wireless Multimedia Sensor Networks. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos— SBRC, 31-44.
[8]  Farooq, M.O., Kunz, T. and St-Hilaire, M. (2011) Cross Layer Architecture for Supporting Multiple Applications in Wireless Multimedia Sensor Networks. 7th International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, 4-8 July 2011, 388-393.
http://dx.doi.org/10.1109/iwcmc.2011.5982565
[9]  Alikhani, S., Kunz, T., St-Hilaire, M. and Yu, F.R. (2010) A Central-Networked Cross-Layer Design Framework for Wireless Sensor Networks. IWCMC’10 Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 301-305.
http://dx.doi.org/10.1145/1815396.1815466
[10]  Mendes, L.D.P. and Rodrigues, J.J.P.C. (2011) A Survey on Cross-Layer Solutions for Wireless Sensor Networks. Journal of Network and Computer Applications, 34, 523-534.
http://dx.doi.org/10.1016/j.jnca.2010.11.009
[11]  Costa, D.G. and Guedes, L.A. (2011) A Survey on Multimedia-Based Cross-Layer Optimization in Visual Sensor Networks. Sensors, 11, 5439-5468.
http://dx.doi.org/10.3390/s110505439
[12]  Gunasekaran, R. and Qi, H.R. (2008) XLRP: Cross Layer Routing Protocol for Wireless Sensor Networks. Proceedings of the IEEE Wireless Communications and Networking Conference, Las Vegas, 31 March 2008-3 April 2008, 2135-2140.
http://dx.doi.org/10.1109/WCNC.2008.378
[13]  Youssif, A.A.A., Ghalwash, A.Z. and El Dien Abd El Kader, M.E. (2015) ACWSN: An Adaptive Cross Layer Framework for Video Transmission over Wireless Sensor Networks. Wireless Networks, 21, 2693-2710.
http://dx.doi.org/10.1007/s11276-015-0939-7
[14]  Karimi, E. and Akbari, B. (2013) Priority Scheduling for Multipath Video Transmission in WMSNS. International Journal of Computer Networks & Communications, 5, 167-180.
http://dx.doi.org/10.5121/ijcnc.2013.5610
[15]  Cobo, L., Quintero, A. and Pierre, S. (2010) Ant-Based Routing for Wireless Multimedia Sensor Networks Using Multiple QoS Metrics. Computer Networks, 54, 2991-3010.
http://dx.doi.org/10.1016/j.comnet.2010.05.014
[16]  Palaniappan, S. and Chellan, K. (2015) Energy-Efficient Stable Routing Using QoS Monitoring Agents in MANET. EURSIP Journal on Wireless Communications and Networking, 2015, 13.
http://dx.doi.org/10.1186/s13638-014-0234-9
[17]  Pillai, M.J., Sebastian, M.P. and Madhukumar, S.D. (2013) Dynamic multipath routing for MANETs—A QoS Adaptive Approach. Proceedings of the 3rd International Conference on Innovative Computing Technology (INTECH), London, 29-31 August 2013.
[18]  Sana, A.B., Iqbal, F. and Mohammad, A.A.K. (2015) Quality of Service Routing for Multipath Manets. Proceedings of the 2015 International Conference on Signal Processing and Communication Engineering Systems (SPACES), Guntur, 2-3 January 2015, 426-431.
http://dx.doi.org/10.1109/SPACES.2015.7058300
[19]  Chen, J., Li, Z., Liu, J.W. and Kuo, Y.H. (2011) QoS Multipath Routing Protocol Based on Cross Layer Design for Ad Hoc Networks. Proceedings of the 2011 International Conference on Internet Computing & Information Services (ICICIS), Hong Kong, 17-18 September 2011, 261-264.
http://dx.doi.org/10.1109/ICICIS.2011.168
[20]  Aghdasi, H.S., Abbaspour, M. and Moghadam, M.E. (2008) An Energy-Efficient and High-Quality Video Transmission Architecture in Wireless Video-Based Sensor Networks. Sensors, 8, 4529-4559.
http://dx.doi.org/10.3390/s8084529
[21]  Wang, W., Peng, D.M., Wang, H.G., Sharif, H., et al. (2008) Energy-Constrained Distortion Reduction Optimization for Wavelet-Based Coded Image Transmission in Wireless Sensor Networks. IEEE Transactions on Multimedia, 10, 1169-1180.
http://dx.doi.org/10.1109/TMM.2008.2001354
[22]  Vuran, M. and Akyildiz, I. (2010) XLP: A Cross-Layer Protocol for Efficient Communication in Wireless Sensor Networks. IEEE Transactions on Mobile Computing, 9, 1578-1591.
http://dx.doi.org/10.1109/TMC.2010.125
[23]  Toh, C.K. (2001) Maximum Battery Life Routing to Support Ubiquitous Mobile Computing in Wireless Ad Hoc Networks. IEEE Communications Magazine, 39, 138-147.
http://dx.doi.org/10.1109/35.925682
[24]  Prakash, S. and Saini, J.P. (2010) A Review of Energy Efficient Routing Protocols for Mobile Ad Hoc Wireless Networks. International Journal of Computer Information Systems, 1, 36-46.
[25]  Chauhan, A. and Buddhdev, B.V. (2013) Energy Enhancement in AOMDV. International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), 2, 1924-1929.
[26]  Gálvez, J., Ruiz, P. and Skarmeta, A. (2010) A Feedback-Based Adaptive Online Algorithm for Multi-Gateway Load-Balancing in Wireless Mesh Networks. Proceedings of the 2010 IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks (WoWMoM), Montreal, 14-17 June 2010, 1-9.
http://dx.doi.org/10.1109/WOWMOM.2010.5534914
[27]  Chen, B.J., Jamieson, K., Balakrishnan, H. and Morris, R. (2002) Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks. Wireless Networks, 8, 481-494.
http://dx.doi.org/10.1023/A:1016542229220
[28]  Song, L. and Hatzinakos, D. (2007) A Cross-Layer Architecture of Wireless Sensor Networks for Target Tracking. IEEE/ACM Transactions on Networking, 15, 145-158.
http://dx.doi.org/10.1109/TNET.2006.890084
[29]  Wang, Z.Y., Wang, W., Wan, Z., Xia, Y.H. and Lin, W.S. (2015) No-Reference Hybrid Video Quality Assessment Based on Partial Least Squares Regression. Multimedia Tools and Applications, 74, 10277-10290.
http://dx.doi.org/10.1007/s11042-014-2166-0
[30]  Chikkerur, S., Sundaram, V., Reisslein, M. and Karam, L.J. (2011) Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison. IEEE Transactions on Broadcasting, 57, 165-182.
http://dx.doi.org/10.1109/TBC.2011.2104671
[31]  Wang, Z.Y., Wang, W., Cai, C., et al. (2014) Visual Quality Assessment after Network Transmission Incorporating NS2 and Evalvid. The Scientific World Journal, 2014, 1-7.
http://dx.doi.org/10.1155/2014/267403
[32]  Huszák, á. and Imre, S. (2010) Analyzing GOP Structure and Packet Loss Effects on Error Propagation in MPEG-4 Video Streams. Proceedings of the 4th International Symposium on Communications, Control and Signal Processing (ISCCSP), Limassol, 3-5 March 2010, 1-5.
http://dx.doi.org/10.1109/ISCCSP.2010.5463469
[33]  Wan, Z., Xiong, N.X., Ghani, N., et al. (2014) Adaptive Unequal Protection for Wireless Video Transmission over IEEE 802.11e Networks. Multimedia Tools and Applications, 72, 541-571.
http://dx.doi.org/10.1007/s11042-013-1378-z
[34]  Zulpratita, U.S. (2013) GOP Length Effect Analysis on H.264/AVC Video Streaming Transmission Quality over LTE Network. Proceedings of the 3rd International Conference on Computer Science and Information Technology, Bali, 4-5 January 2013, 5-9.
[35]  Fang, T. and Chau, L.-P. (2005) An Error-Resilient GOP Structure for Robust Video Transmission. IEEE Transactions on Multimedia, 7, 1131-1138.
http://dx.doi.org/10.1109/TMM.2005.858399
[36]  Sousa, R., Mota, E., Silva, E.N., et al. (2010) GOP Size Influence in High Resolution Video Streaming over Wireless Mesh Network. Proceedings of the 2010 IEEE Symposium on Computers and Communications, Riccione, 22-25 June 2010, 1-3.
http://dx.doi.org/10.1109/ISCC.2010.5546610
[37]  Marina, M.K. and Das, S.R. (2006) Ad Hoc On-Demand Multipath Distance Vector Routing. Wireless Communications and Mobile Computing, 6, 969-988.
http://dx.doi.org/10.1002/wcm.432
[38]  Institute, I.S. (2015) NS-2 Network Simulator, Software Package.
http://www.isi.edu/nsnam/ns/
[39]  Ke, C.-H., Shieh, C.-K., Hwang, W.-S., et al. (2008) An Evaluation Framework for More Realistic Simulations of MPEG Video Transmission. Journal of Information Science and Engineering, 24, 425-440.
[40]  Klaue, J., Rathke, B. and Wolisz, A. (2003) EvalVid—A Framework for Video Transmission and Quality Evaluation. Proceedings of the 13th International Conference on Modeling Techniques and Tools for Computer Performance Evaluation, Urbana, 2-5 September 2003.
[41]  Integrating EvalVid with NS2.
https://www.youtube.com/watch?v=e-eMC5Hmltg
[42]  MPEG-4 Encoder.
https://www.ffmpeg.org/

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