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QoS in Wireless Multimedia Sensor Networks: A Layered and Cross-Layered Approach

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Abstract

The emergence of wireless multimedia sensor networks (WMSN) has given birth to several civilian as well as defense applications. Some of the interesting applications employing low cost sensor nodes to manipulate rich multimedia content include traffic monitoring, border surveillance, smart homes, environment and habitat monitoring. Unlike the traditional sensor networks which are aimed at maximizing network lifetime by decreasing energy utilization, the main objective of WMSNs is optimized delivery of multimedia content along with energy efficiency. Multimedia communications in WMSNs, has stringent delay and high bandwidth requirement as compared to scalar data transfer in WSNs. Fulfilling these constraints in resource and energy constrained WMSNs is a huge challenge. In WMSNs, each layer of the protocol stack is responsible and fully involved in providing QoS guarantees. There is a need for new schemes at each layer of the protocol stack- from advanced coding techniques that reduce encoder complexity and achieve maximum compression to dynamic routing and MAC protocols that provide service differentiation and reduce end-to-end latency. In wireless sensor networks, where all layers have dependency on each other, QoS guarantees are possible through the cross layer interaction of different layers. This paper gives an overview of the different existing layered schemes in WMSNs, followed by a discussion on the significance and efficiency gains that can be achieved from cross layer interactions in WMSNs along with the review of the existing cross layer approaches. Finally, we identify the open research issues which have not been adequately addressed so far.

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References

  1. Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). A survey on sensor networks. Communications Magazine, IEEE, 40(8), pp.102–114.

    Google Scholar 

  2. Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Computer Networks, 52(12), pp.2292–2330.

    Article  Google Scholar 

  3. Bhargava, B. (2002). “Quality of Service in Multimedia Networks”, guest-editorial. Mutimedia Tools and Applications an International Journal, 17(2), pp.151–156.

    Article  Google Scholar 

  4. Liu, F., Zhou, K., & Wang, D. Application of video sensor networks in traffic surveillance. In Proceedings of the sensor and ad hoc communications and networks, SECON ’06, pp. 916–919.

  5. Karlsson, J. Wireless video sensor network and its application in digital zoo. Doctoral thesis, department of Applied Physics and Electronics, Ume University, Sweden.

  6. Semertzidis, T., Dimitropoulos, K., Koutsia, A., & Grammalidis, N. (2010). Video sensor network for real-time traffic monitoring and surveillance. IET Intelligent Transport Systems, 4(2), pp.103–112.

    Article  Google Scholar 

  7. Wang, X., Wang, S., Ma, J., & Sun, X. (2010). Energy-aware scheduling of surveillance in wireless multimedia sensor networks. Sensors, 10(4), pp.3100–3125.

    Article  Google Scholar 

  8. Akyildiz, I. F., Melodia, T., & Chowdhury, K. R. (2007). A survey on wireless multimedia sensor networks. Elsevier Computer Networks, 51, pp.921–960.

    Article  Google Scholar 

  9. Gurses, E., & Akan, O. B. (2005). Multimedia communication in wireless sensor networks. Annals of Telecommunications, 60(7–8), pp.799–827.

    Google Scholar 

  10. Misra, S., & Reisslein, M. (2008). A survey of multimedia streaming in wireless sensor networks. IEEE Communications Surveys and Tutorials, 10(4), pp.18–39.

    Article  Google Scholar 

  11. Srivastava, V., & Motani, M. (2005). Cross-layer design: A survey and the road ahead. IEEE Communications Magazine, 43(12), pp.112–119.

    Article  Google Scholar 

  12. Zhuo, X., Loo, K. K., Cosmas, J., & Yip, P. Y. (2008). Distributed video coding in wireless multimedia sensor network for multimedia broadcasting. Journal WSEAS Transactions on Communications, 7(5), pp.418–427.

    Google Scholar 

  13. Wang, P., Dai, R., & Akyildiz, I. F. (2010). “Collaborative data compression using clustered source coding for wireless multimedia sensor networks”, INFOCOM, 2010 Proceedings IEEE, pp. 1–9, March 2010.

  14. Dimokas, N., Katsaros, D., & Manolopoulos, Y. (2010). Cache consistency in wireless multimedia sensor networks. Elsevier Ad Hoc Networks, 8(2), pp.214–240.

    Article  Google Scholar 

  15. Akan, O. B. (2007). Performance of transport protocols for multimedia communications in wireless sensor networks. IEEE Communications Letters, 11(10), pp.826–828.

    Article  Google Scholar 

  16. Wan, C. Y., Campbell, A. T., & Krishnamurthy, L. (2005). Pump-slowly, fetch-quickly (PSFQ): A reliable transport protocol for sensor networks. IEEE Journal on Selected Areas in Communications, 23(4), pp.862–872.

    Article  Google Scholar 

  17. Gungor, V. C., Akan, O. B., & Akyildiz, I. F. (2008). A real-time and reliable transport (RT2) protocol for wireless sensor and actor networks. IEEE/ACM Transactions on Networking, 16(2), pp.359–370.

    Article  Google Scholar 

  18. Akan, O. B., & Akyildiz, I. F. (2005). Event-to-sink reliable transport in wireless sensor networks. IEEE/ACM Transactions on Networking, 13(5), pp.1003–1016.

    Article  Google Scholar 

  19. Yaghmaee, M. H., & Adjeroh, D. (2008). A new priority based congestion control protocol for wireless multimedia sensor networks. In Proceedings of the world of wireless, mobile and multimedia networks, WoWMoM 2008. International symposium on a, pp. 1–8, June 2008.

  20. Yaghmaee, M. H., & Adjeroh, D. A. (2009). Priority-based rate control for service differentiation and congestion control in wireless multimedia sensor networks. Computer Networks, 53(11), pp.1798–1811.

    Article  Google Scholar 

  21. Meneses, D., Grilo, A., & Pereira, P. R. (2011). A transport protocol for real-time streaming in Wireless Multimedia Sensor Networks. In Proceedings of the next generation internet (NGI), 7th EURO-NGI conference on, pp. 1–8, June 2011.

  22. Wan, C.-Y., Eisenman, S. B., & Campbell, A. T. (2003). CODA: Congestion detection and avoidance in sensor networks. In Proceedings of the 1st international conference on embedded networked sensor systems (SenSys ’03) (pp. 266–279). ACM.

  23. Kim, S., Fonseca, R., Dutta, P., Tavakoli, A., Culler, D., Levis, P., Shenker, S., & Stoica, I. (2007). Flush: A reliable bulk transport protocol for multihop wireless networks. In Proceedings of the 5th international conference on Embedded networked sensor systems (SenSys ’07) (pp. 351–365). ACM.

  24. Stann, F., & Heidemann, J. (2003). RMST: Reliable data transport in sensor networks. Sensor Network Protocols and applications, 2003. In Proceedings of the First IEEE. 2003 IEEE International workshop on, pp. 102–112, May 2003.

  25. Ben-Othman, J., & Yahya, B. (2010). Energy efficient and QoS based routing protocol for wireless sensor networks. Journal of Parallel and Distributed Computing, 70(8), pp.849–857.

    Article  Google Scholar 

  26. Shu, L., Zhang, Y., Yang, L. T., Wang, Y., Hauswirth, M., & Xiong, N. (2010). TPGF: Geographic routing in wireless multimedia sensor networks. Springer Telecommunication Systems, 44(1–2), pp.79–95.

    Article  Google Scholar 

  27. Cobo, L., Quintero, A., & Pierre, S. (2010). Ant-based routing for wireless multimedia sensor networks using multiple QoS metrics. Elsevier Computer Networks, 54(17), pp.2991–3010.

    Article  Google Scholar 

  28. Yan, X., Li, L., & An, F. J. (2009). Multi-constrained routing in wireless multimedia sensor networks. In Proceedings of the wireless communications and signal processing, WCSP, international conference on, pp. 1–5, Nov 2009.

  29. Savidge, L., Lee, H., Aghajan, H., & Goldsmith, A. (2005). “QoS-based geographic routing for event-driven image sensor networks”, Broadband Networks, BroadNets 2005. 2nd international conference on, vol. 2, pp. 991–1000, Oct 2005.

  30. Lan, Y., Wenjing, W., & Fuxiang, G. (2008). A real-time and energy aware QoS routing protocol for multimedia wireless sensor networks. Intelligent Control and Automation, WCICA, 7th World Congress on, pp. 3321–3326, June 2008.

  31. Maimour, M. (2008). Maximally radio-disjoint multipath routing for wireless multimedia sensor networks. In Proceedings of the 4th ACM workshop on wireless multimedia networking and performance modeling (WMuNeP ’08), pp. 26–31.

  32. Li, S., Neelisetti, R., Liu, C., Kulkarni, S., & Lim, A. (2010). An interference-aware routing algorithm for multimedia streaming over wireless sensor networks. International Journal of Multimedia and Its Applications (IJMN), 2(1). February 2010.

  33. Lari, A. R., & Akbari, B. (2010). Network-adaptive multipath video delivery over wireless multimedia sensor networks based on packet and path priority scheduling. Broadband, wireless computing, communication and applications (BWCCA). International Conference on, pp. 351–356, 4–6.

  34. Perkins, C. E., Belding-Royer, E., & Das, S. (2003). Ad hoc on demand distance vector (AODV) routing. IETF: RFC3561. http://www.ietf.org/rfc/rfc3561.txt.

  35. Saxena, N., Roy, A., & Shin, J. (2008). Dynamic duty cycle and adaptive contention window based QoS-MAC protocol for wireless multimedia sensor networks. Computer Networks, 52(13), pp. 2532–2542.

    Google Scholar 

  36. Yigitel, M. A., Durmaz Incel, O., & Ersoy, C. Diff-MAC: A QoS-aware MAC protocol with differentiated services and hybrid prioritization for wireless multimedia sensor networks. In Proceedings of the 6th ACM workshop on QoS and security for wireless and mobile networks (Q2SWinet ’10), USA, pp. 62–69.

  37. Nguyen, K., Nguyen, T., Chaing, C. K., & Motani, M. (2006). A prioritized MAC protocol for multihop, event-driven wireless sensor networks. Communications and electronics, ICCE. First international conference on, pp. 47–52, Oct. 2006.

  38. Ben-Othman, J., Diagne, S., Mokdad, L., & Yahya, B. Performance evaluation of a hybrid MAC protocol for wireless sensor networks. In Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems (MSWIM ’10), USA, pp. 327–334.

  39. Kim, H., & Min, S.-G. (2009). Priority-based QoS MAC protocol for wireless sensor networks. Parallel and distributed processing. IPDPS. IEEE international symposium on, pp. 1–8, May 2009.

  40. Farrag, O., Younis, M., & D’Amico, W. MAC support for wireless multimedia sensor networks. In M. Ulema (Ed.), Proceedings of the 28th IEEE conference on global telecommunications (GLOBECOM’09), pp. 3781–3786. Piscataway, NJ, USA: IEEE Press.

  41. Gribaudo, M., Manini, D., Nordio, A., Nordio, A., & Chiasserini, C. (2011). Transient analysis of IEEE 802.15.4 sensor networks. IEEE Transactions on Wireless Communications, 10(4), pp. 1165–1175.

    Google Scholar 

  42. Zen, K., Habibi, D., Rassau, A., & Ahmad, I. (2008). Performance evaluation of IEEE 802.15.4 for mobile sensor networks. Wireless and optical communications networks, WOCN. 5th IFIP international conference on. May 2008.

  43. Suh, C., Mir, Z. H., & Ko, Y.-B. (2008). Design and implementation of enhanced IEEE 802.15.4 for supporting multimedia service in wireless sensor networks. Computer Networks, 52(13), pp. 2568–2581.

    Google Scholar 

  44. Lin, M.-S., Leu, J.-S., Yu, W.-C., Yu, M.-C., & Wu, J.-L. C. (2011). On transmission efficiency of the multimedia service over IEEE 802.15.4 wireless sensor networks. Advanced communication technology (ICACT), 13th international conference on, pp. 184–189, Feb. 2011.

  45. Karapistoli, E., Gragopoulos, I., Tsetsinas, I., & Pavlidou, F.-N. (2007). UWB technology to enhance the performance of wireless multimedia sensor networks. Computers and communications, ISCC. 12th IEEE symposium on, pp. 57–62, July 2007.

  46. Sundaresan, K., Anantharaman, V., & Sivakumar, A. R. (2005). ATP: A reliable transport protocol for ad hoc networks. IEEE Transactions on Mobile Computing, 4(6), pp. 588–603.

    Google Scholar 

  47. Setton, E., Zhu, X., & Girod, B. (2005) Congestion-optimized scheduling of video over wireless ad hoc networks. IEEE International symposium on circuits and systems, 2005.

  48. Kim, A. N., & Gurses, E. (2008). Power-congestion-distortion optimized scheduling in wireless video sensor networks. IEEE international symposium on wireless communication systems (ISWCS). Oct: Iceland.

  49. Chen, Shigang, & Nahrstedt, K. (1999). Distributed quality-of-service routing in ad hoc networks. IEEE Journal on Selected Areas in Communications, 17(8), pp. 1488–1505.

    Google Scholar 

  50. Pei, Y., & Ambetkar, V. (2007). Distributed flow admission control for multimedia services over wireless ad hoc networks. Wireless Personal Communications, 42(1), pp. 23–40.

    Google Scholar 

  51. Yin, X., Zhou, X., Pan, M., & Li, S. (2010). Admission control with multi-constrained QoS providing in wireless sensor networks. IEEE international conference on networking, sensing and control, USA, pp. 524–529.

  52. Paek, J., & Govindan, R. RCRT: Rate-controlled reliable transport for wireless sensor networks. In Proceedings of the 5th international conference on embedded networked sensor systems (SenSys ’07), USA, pp. 305–319.

  53. ElBatt, Tamer, & Ephremides, Anthony. (2002). Joint scheduling and power control for wireless ad-hoc networks. IEEE Transactions on Wireless Communications, 3(1), pp. 74–85.

    Google Scholar 

  54. Sun, G., Qi, J., Zang, Z., & Xu, Q. A reliable multipath routing algorithm with related congestion control scheme in wireless multimedia sensor networks. Computer research and development (ICCRD), 3rd international conference on, pp. 229–233.

  55. Zhang, J., & Ding, J. Cross-layer optimization for video streaming over wireless multimedia sensor networks. In IEEE international conference on computer application and system modeling (ICCASM) pp. 295–298.

  56. Jin, Y.-L., Zhang, Z., & Liu, H.-T. (2010). Contention window based QoS DCC-MAC for wireless multimedia sensor networks. Wireless mobile and computing (CCWMC), IET international communication conference on, pp. 201–204.

  57. Felemban, E., & Lee, C.-G. (2006). MMSPEED: Multipath multi-SPEED protocol for QoS guarantee of reliability and timeliness in wireless sensor networks. IEEE Transactions on Mobile Computing, 5(6), pp. 738–754.

    Google Scholar 

  58. Shu, L., Hauswirth, M., Wang, L., Zhang, Y., & Park, J. H. (2009). Cross-layer optimized data gathering in wireless multimedia sensor networks. Computational science and engineering, international conference on, pp. 961–966.

  59. Yang, Y., Chen, Y., & Yi, W. (2008). Cross-layer FEC for reliable transfer of variable-length coded data in WMSN. IEEE international symposium on wireless communication systems (ISWCS), pp. 380–384.

  60. Akkaya, K., & Younis, M. Energy-aware delay-constrained routing in wireless sensor networks. International Journal of Communication Systems, 17(6), pp. 663–687.

  61. Chipara, O., He, Z., Xing, G., Chen, Q., Wang, X., Lu, C., Stankovic, J., & Abdelzaher, T. (2006). Real-time power-aware routing in sensor networks. Quality of Service, 2006. IWQoS 2006. 14th IEEE international workshop on, pp. 83–92, 19–21.

  62. He, T., Stankovic, J.A., Chenyang, L., & Abdelzaher, T. (2003). SPEED: A stateless protocol for real-time communication in sensor networks. Distributed computing systems, proceedings. 23rd international conference on, pp. 46–55, 19–22 May 2003.

  63. Bentley, E. S., Kondi, L. P., Matyjas, J. D., Medley, M. J., & Suter, B. W. (2011). Spread spectrum visual sensor network resource management using an end-to-end cross-layer design. IEEE Transactions on Multimedia, 13(1), pp. 125–131.

    Google Scholar 

  64. Lu, C., Blum, B. M., Abdelzaher, T. F., Stankovic, J. A., & He, T. (2002). RAP: A real-time communication architecture for large-scale wireless sensor networks. Real-time and embedded technology and applications symposium. Proceedings. Eighth IEEE, pp. 55–66.

  65. Hengstler, S. (2005). Joint routing, scheduling, and power control in energy constrained wireless sensor networks. Wireless Networks and Emerging Technologies.

  66. Yaling Yang, R., & Kravets, R. (2005). Contention-aware admission control for ad hoc networks. IEEE Transactions on Mobile Computing, 4(4), pp. 363–377.

    Google Scholar 

  67. Vuran, M. C., & Akyildiz, I. F. (2010). XLP: A cross-layer protocol for efficient communication in wireless sensor networks. IEEE Transactions on Mobile Computing, 9, pp. 1578–1591.

    Google Scholar 

  68. Pudlewski, S., & Melodia, T. A distortion-minimizing rate controller for wireless multimedia sensor networks. Elsevier Computer Communications.

  69. Melodia, T., & Akyilidz, I. F. (2010). Cross-layer QoS-aware communication for ultra wide band wireless multimedia sensor networks. IEEE Journal on Selected Communications, 28, pp. 653–663.

    Google Scholar 

  70. Shah, G. A., Liang, W., & Shen, X. (2010). Cross-layer design for QoS support in wireless multimedia sensor networks, IEEE GLOBOCOM 2010.

  71. Katsenou, A. V., Datsika, E. G., Kondi, L. P., Papapetrou, E., & Parsopoulos, K. E. (2013). PowerAware QoS enhancement in multihop DSCDMA visual sensor networks. In Proceedings of the international conference on, digital signal processing, July 2013.

  72. Katsenou, A. V., Kondi, L. P., Parsopoulos, K. E., & Bentley, E. S. (2012). Quality-driven power control and resource allocation in wireless multi-rate visual sensor networks. Image Processing (ICIP), 2012 19th IEEE International Conference on, pp. 1117, 1120, Sept. 30 2012–Oct. 3 2012.

  73. Hamid, Z., Bashir, F., & Pyun, J.-Y. (2012). Cross-layer QoS routing protocol for multimedia communications in sensor networks. Ubiquitous and future networks (ICUFN), 2012 fourth international conference on, pp. 498, 502, 4–6 July 2012.

  74. Taner evik, Zaim, A. H. (2013). A multichannel cross-layer architecture for multimedia sensor networks. International Journal of Distributed Sensor Networks, 11. Article ID 457045.

  75. Bae, S.-Y., Lee, S.-K., & Park, K.-W. (2013). Cross-layer QoS architecture with multipath routing in wireless multimedia sensor networks. International Journal of Smart Home, 7(3).

  76. Paniga, S., Borsani, L., Redondi, A., Tagliasacchi, M., & Cesana, M. (2011). Experimental evaluation of a video streaming system for wireless multimedia sensor networks. Ad Hoc Networking Workshop (Med-Hoc-Net), 2011 the 10th IFIP annual mediterranean, pp. 165, 170, 12–15 June 2011.

  77. You, L., & Liu, C. (2011). Robust cross-layer design of wireless multimedia sensor networks with correlation and uncertainty. Journal of Networks, 6(7), July 2011.

  78. Pompili, D., & Akyildiz, I. F. (2008). A cross-layer communication solution for multimedia applications in underwater acoustic sensor networks. Mobile Ad Hoc and sensor systems, 2008. MASS 2008. 5th IEEE International Conference on, pp. 275, 284, Sept. 29 2008–Oct. 2 2008.

  79. Tiglao, N. M. C., & Grilo, A. M. (2012). Cross-layer caching based optimization for wireless multimedia sensor networks. Wireless and mobile computing, networking and communications (WiMob), 2012 IEEE 8th international conference on, pp. 697, 704, 8–10 Oct. 2012.

  80. Sonmez, C., Isik, S., Donmez, M. Y., Incel, O. D., & Ersoy, C. (2012). SUIT: A cross layer image transport protocol with fuzzy logic based congestion control for wireless multimedia sensor networks. New technologies, mobility and security (NTMS), 2012 5th international conference on, pp. 1, 6, 7–10 May 2012.

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Hamid, Z., Hussain, F.B. QoS in Wireless Multimedia Sensor Networks: A Layered and Cross-Layered Approach. Wireless Pers Commun 75, 729–757 (2014). https://doi.org/10.1007/s11277-013-1389-0

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