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A Survey on Transport Protocols for Wireless Multimedia Sensor Networks

  • Costa, Daniel G. (Department of Technology, State University of Feira de Santana) ;
  • Guedes, Luiz Affonso (Department of Computing and Automation, Federal University of Rio Grande do Norte)
  • Received : 2011.09.02
  • Accepted : 2012.12.02
  • Published : 2012.01.30

Abstract

Wireless networks composed of multimedia-enabled resource-constrained sensor nodes have enriched a large set of monitoring sensing applications. In such communication scenario, however, new challenges in data transmission and energy-efficiency have arisen due to the stringent requirements of those sensor networks. Generally, congested nodes may deplete the energy of the active congested paths toward the sink and incur in undesired communication delay and packet dropping, while bit errors during transmission may negatively impact the end-to-end quality of the received data. Many approaches have been proposed to face congestion and provide reliable communications in wireless sensor networks, usually employing some transport protocol that address one or both of these issues. Nevertheless, due to the unique characteristics of multimedia-based wireless sensor networks, notably minimum bandwidth demand, bounded delay and reduced energy consumption requirement, communication protocols from traditional scalar wireless sensor networks are not suitable for multimedia sensor networks. In the last decade, such requirements have fostered research in adapting existing protocols or proposing new protocols from scratch. We survey the state of the art of transport protocols for wireless multimedia sensor networks, addressing the recent developments and proposed strategies for congestion control and loss recovery. Future research directions are also discussed, outlining the remaining challenges and promising investigation areas.

Keywords

References

  1. I. Akyildiz, W. Su, Y. Sankarasubramaniam and E. Cayirci, "A survey on sensor networks," IEEE Communications Magazine, vol. 40, no. 8, pp. 102-114, 2002. https://doi.org/10.1109/MCOM.2002.1024422
  2. J. Yick, B. Mukherjee and D. Ghosal, "Wireless sensor network survey," Computer Networks, vol. 52, no. 12, pp. 2292-2330, 2008. https://doi.org/10.1016/j.comnet.2008.04.002
  3. P. Baronti, P. Pillai, V. Chook, S. Chessa, A. Gotta and Y. Hu, "Wireless sensor networks: a survey on the state of the art and the 802.15.4 and ZigBee standards," Computer Communications, vol. 30, no. 7, pp. 1655-1695, 2006.
  4. J. Al-Karaki and A. Kamal, "Routing Techniques in Wireless sensor networks: a Survey," IEEE Wireless Communications, vol. 11, no. 6, pp. 6-28, 2004. https://doi.org/10.1109/MWC.2004.1368893
  5. C. Wang, K. Sohraby, B. Li, M. Daneshmand and Y. Hu, "A survey of transport protocols for wireless sensor networks" IEEE Network, vol. 20, no. 3, pp. 34-40, 2006. https://doi.org/10.1109/MNET.2006.1637930
  6. S. Soro and W. Heinzelman, "A survey of visual sensor networks," Advances in Multimedia, vol. 21, pp. 1-21, 2009.
  7. Y. Charfi, B. Canada, N. Wakamiya and M. Murata, "Challenging issues in visual sensor networks," IEEE Wireless Communications, vol. 16, no. 2, pp. 44-49, 2009.
  8. I. Akyildiz, T. Melodia and K. Chowdhury, "A survey on wireless multimedia sensor networks," Computer Networks, vol. 51, no. 4, pp. 921-960, 2007. https://doi.org/10.1016/j.comnet.2006.10.002
  9. J. Ai and A. Abouzeid, "Coverage by Directional Sensors in Randomly Deployed Wireless Sensors Networks," Journal of Combinatorial Optimization, vol. 11, pp. 21-41, 2006. https://doi.org/10.1007/s10878-006-5975-x
  10. D. Costa and L. Guedes, "The Coverage Problem in Video-based Wireless Sensor Networks: a Survey," Sensors, vol. 10, no. 9, pp. 8215-8247, 2010. https://doi.org/10.3390/s100908215
  11. L. Chew, L-M. Ang and K. Seng, "A Survey of Image Compression Algorithms in Wireless Sensor Networks," in Proc. of International Symposium on Information Technology, pp. 1-9, 2008.
  12. Ö, Akan, "Performance of transport protocols for multimedia communications in wireless sensor networks," IEEE Communications Letters, vol. 11, no. 10, pp. 826-828, 2007.
  13. E. Gürses and Ö. Akan, "Multimedia communication in wireless sensor networks," Annals of Telecommunications, vol. 60, pp. 799-827, 2005.
  14. S. Misra, M. Reisslein and G. Xue, "A survey of multimedia streaming in wireless sensor networks," IEEE Communication Surveys and Tutorials, vol. 10, no. 4, pp. 18-39, 2009.
  15. I. Almalkawi, M. Zapata, J. Al-Karaki and J. Morillo-Pozo, "Wireless multimedia sensor networks: current trends and future directions," Sensors, vol. 10, no. 7, pp. 6662-6717, 2010. https://doi.org/10.3390/s100706662
  16. D. Costa and L. Guedes, "A survey on multimedia-based cross-layer optimization in visual sensor networks," Sensors, vol. 11, no. 5, pp. 5439-5468, 2011.
  17. A. Rathnayaka, V. Potdar, A. Sharif, S. Sarencheh and S. Kuruppu, "Wireless sensor network transport protocol - A State of the art," in Proc. of International Conference on Broadband, Wireless Computing, Communication and Applications, pp. 812-817, Nov. 2010.
  18. L. Shu, Y. Zhang, Z. Zhou, M. Hauswirth, Z. Yu and G. Hynes, "Transmitting and gathering streaming data in wireless multimedia sensor networks within expected network lifetime," Mobile Networks and Applications, vol. 13, no. 3-4, pp. 306-322, 2008.
  19. P. Kulkarni, D. Ganesan, P. Shenoy and Q. Lu, "SensEye: A multi-tier camera sensor network," in Proc. of ACM International Conference on Multimedia, pp. 229-238, 2005.
  20. P. Kulkarni, D. Ganesan, and P. Shenoy, "The case of multi-tier camera sensor networks," in Proc. of International Workshop on Network and Operating Systems Support for Digital Audio and Video, pp. 141-146, 2005.
  21. C. Wang, K. Sohraby, B. Li and W. Tang, "Issues of transport control protocols for wireless sensor networks," in Proc. of International Conference on Communications, Circuits and Systems, pp. 422-426, May. 2005.
  22. J. Korhonen and Y. Wang, "Effect of packet size on loss rate and delay in wireless links," in Proc. of IEEE Wireless Communications and Networks Conference, pp. 1608-1613, 2005.
  23. B. Han and S. Lee, "Efficient packet error rate estimation in wireless networks," in Proc. of TridentCom, 2007.
  24. T. Braun, T. Voigt and A. Dunkles, "TCP support for sensor networks," in Proc. of IEEE/IFIP Conference on Wireless On demand Network Systems and Services, 2007.
  25. A. Dunkels, J. Alonso and T. Voigt, "Making TCP/IP viable for wireless sensor metworks," in Proc. of Proceedings of European Workshop on Sensor Networks, 2004.
  26. A. Dunkels, J. Alonso, T. Voigt and H. Ritter, "Distributed TCP caching for wireless sensor networks," in Proc. of Med-Hoc-Net, 2004.
  27. C. Wan, A. Campbell and L. Krishnamurthy, "PSFQ: A reliable transport protocol for wireless sensor networks," in Proc. of ACM International Workshop on Wireless Sensor Networks and Applications, 2002.
  28. C. Wan, S. Eisenman and A. Campbell, "CODA: Congestion detection and avoidance in sensor networks," in Proc. of ACM Conference on Embedded Networked Sensor Systems, 2003.
  29. Y. Liu, H. Huang and K. Xu, "Multi-path-based distributed TCP caching for wireless sensor networks," in Proc. of International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/ Distributed Computing, pp. 331-335, 2007.
  30. H. Wu and A. Abouzeid, "Error resilient image transport in wireless sensor networks," Computer Networks, vol. 50, no. 15, pp. 2873-2887, 2006. https://doi.org/10.1016/j.comnet.2005.09.039
  31. M. Nasri, A. Helali, H. Sghaier, H. Maaref, "Adaptive image transfer for wireless sensor networks (WSNs)," in Proc. of International Conference on Design and Technology of Integrated Systems in Nanoscale Era, 2010.
  32. H. Wu and A. Abouzeid, "Energy-efficient distributed image compression in resource-constrained multihop wireless networks," Computer Communications, vol. 28, no. 14, pp. 1658-1668, 2005. https://doi.org/10.1016/j.comcom.2005.02.018
  33. M. Chen, V. Leung, S. Mao and M. Li, "Cross-layer and path priority scheduling based real-time video communications over wireless sensor networks," in Proc. of Vehicular Technology Conference, pp. 2873-2877, 2008.
  34. J. Zhang and J. Ding, "Cross-layer optimization for video streaming over wireless multimedia sensor networks," in Proc. of International Conference on Computer Application and system Modeling, pp. 295-298, 2010.
  35. B. Chen, K. Jamieson, H. Balakrishnan and R. Morris, "SPAN: An energy efficient coordination algorithm for topology maintenance in ad-hoc wireless networks," Wireless Networks, vol. 8, no. 5, pp. 481-494, 2002. https://doi.org/10.1023/A:1016542229220
  36. C. Ee and R. Bajcsy, "Congestion control and fairness for many-to-one routing in sensor networks", in Proc. of ACM Conference on Embedded Networked Sensor Systems, pp. 148-161, Nov. 2004.
  37. N. Chilamkurti, S. Zeadally, R. Soni and G. Giambene, "Wireless multimedia delivery over 802.11e with cross-layer optimization techniques," Multimedia Tools and Applications, vol. 47, no. 1, pp. 189-2051, 2010. https://doi.org/10.1007/s11042-009-0413-6
  38. C-H. Lin, C-K. Shieh, C. Ke and N. Chilamkurti, "An adaptive cross-layer mapping algorithm for MPEG-4 video transmission over IEEE 802.11e WLAN", Telecommunication Systems, vol. 42, no. 3-4, pp. 223-234, 2009. https://doi.org/10.1007/s11235-009-9182-9
  39. W. Yu, Z. Sahinoglu and A. Vetro, "Energy efficient JPEG 2000 image transmission over wireless sensor networks," in Proc. of IEEE Globecom, pp. 2738-2743, 2004.
  40. A. Cheng and F. Shang, "Priority-driven coding and transmission of progressive JPEG images for real-time applications," Journal of VLSI Signal Processing, vol. 47, no. 2, pp. 169-182, 2007. https://doi.org/10.1007/s11265-006-0044-3
  41. I. Politis, M. Tsagkaropoulos, T. Dagiuklas and S. Kotsopoulos, "Power efficient video multipath transmission over wireless multimedia sensor networks," Mobile Network Applications, vol. 13, no. 3-4, pp. 274-284, 2008.
  42. A. Boukerche, Y. Du, J. Feng and R. Pazzi, "A reliable synchronous transport protocol for wireless image sensor networks," in Proc. of IEEE Symposium on Computers and Communications, pp. 1083-1089, 2008.
  43. M. Yaghmaee and D. Adjeroh, "A new priority based congestion control protocol for wireless multimedia sensor networks," in Proc. of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, Jun. 2008.
  44. J-H. Lee and I-B Jung, "Adaptive-compression based congestion control technique for wireless sensor networks," Sensors, vol. 10, no. 4, pp. 2919-2945, 2010. https://doi.org/10.3390/s100402919
  45. M. Maimour, C. Pham and J. Amelot, "Load repartition for congestion control in multimedia wireless sensor networks with multipath routing," in Proc. of International Symposium on Wireless Pervasive Computing, pp. 11-15, May. 2008.
  46. L. Zhang, M. Hauswirth, L. Shu, Z. Zhou, V. Reynolds and G. Han, "Multi-priority multi-path selection for video streaming in wireless multimedia sensor networks," in Proc. of Ubiquitous Intelligence and Computing, pp. 23-25, Jun. 2008.
  47. J. Wan, X. Xu, R. Feng and Y. Wu, "Cross-layer active predictive congestion control protocol for wireless sensor networks," Sensors, vol. 9, no. 10, pp. 8278-8310, 2009. https://doi.org/10.3390/s91008278
  48. J-H Lee and I-B Jung, "Reliable asynchronous image transfer protocol in wireless multimedia sensor networks," Sensors, vol. 10, no. 3, pp. 1486-1510, 2010. https://doi.org/10.3390/s100301487
  49. C. Basaran, K-D Kang and M. Suzer, "Hop-by-hop congestion control and load balancing in wireless sensor networks," in Proc. of IEEE Conference on Local Computer Networks, pp. 448-455, Oct. 2010.
  50. G. Buchholcz and T. Ziegler, "TCP-ELN: On the protocol aspects and performance of explicit loss notification for TCP over wireless networks," in Proc. of International Conference on Wireless Internet, pp. 172-179, Jul. 2005
  51. C. Wang, K. Sohraby, V. Lawrence, B. Li and Y. Hu, "Priority-based congestion control in wireless sensor networks," in Proc. of IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, Jun. 2006.
  52. M. Maimour, "Multipath routing protocol for layered video transport in wireless sensor networks," in Proc. of Workshop on Wireless Sensor Networks in conjunction with NOTERE, 2007.
  53. L. Shu, Y. Zhang, L. T. Yang, Y. Wang, M. Hauswirth and N. Xiong, "TPGF: Geographic routing in wireless multimedia sensor networks," Telecommunication Systems, vol. 44, no. 1-2, pp. 79-95, 2010. https://doi.org/10.1007/s11235-009-9227-0
  54. A. Sayed, A. Tarighat and N. Khajehnouri, "Network-based wireless location: challenges faced in developing techniques for accurate wireless location information," IEEE Signal Processing Magazine, vol. 22, pp. 24-40, 2005.
  55. S. Soro and W. Heinzelman, "On the coverage problem in video-based wireless sensor networks," in Proc. of International Conference on Broadband Networks, pp. 932-939, Oct. 2005.
  56. L. Liang, P. Salama and E. Delp, "Unequal error protection techniques based on Wyner-ziv coding," EURASIP Journal on Image and Video Processing, pp. 1-13, 2009.
  57. B. Marchi, A. Grilo and M. Nunes, "DTSN - Distributed transport for sensor networks," in Proc. of the IEEE Symposium on Computers and Communications, 2007.
  58. J. Almeida, A. Grilo and P. Pereira, "Multimedia data transport for wireless sensor networks," in Proc. of International Conference on Next Generation Internet Networks, Jul. 2009.
  59. F. Stann and J. Heidemann, "RMST: Reliable data transport in sensor networks," in Proc. of International Workshop on Sensor Network Protocols and Applications, pp. 102-112, 2003.
  60. Y. Charfi, N. Wakamiya and M. Murata, "Trade-off between reliability and energy cost for content-rich data transmission in wireless sensor networks," in Proc. of International Conference on Broadband Networks, 2006.
  61. S. Qaisar and H. Radha, "Multipath multi-stream distributed reliable video delivery in wireless sensor networks," in Proc. of Conference on Information Sciences and Systems, pp. 207-212, 2009.
  62. V. Lecuire, C. Duran-Faundez and N. Krommenacker, "Energy-efficient image transmission in sensor networks," International Journal of Sensor Networks, vol. 4, no. 1, pp. 37-47, 2008.
  63. H. Aghdasi, M. Abbaspour, M. Moghadam and Y. Samei, "An energy-efficient and high-quality video transmission architecture in wireless video-based sensor networks," Sensors, vol. 8, no. 8, pp. 4529-4559, 2008. https://doi.org/10.3390/s8084529
  64. D. Menezes, A. Grilo and P. Pereira, "A transport protocol for real-time streaming in wireless multimedia sensor networks," in Proc. of EURO-NGI Conference on Next Generation Internet, Jun. 2011.
  65. V. Vassiliou and C. Sergiou, "Performance study of node placement for congestion control in wireless sensor networks," in Proc. of International Conference on New Technologies, Mobility and Security, 2009.
  66. D. Pescaru, C. Istin, D. Curiac and A. Doboli, "Energy saving strategy for video-based wireless sensor networks under field coverage preservation," in Proc. of IEEE International Conference on Automation, Quality and Testing, Robotics, pp. 289-294, May. 2008.
  67. Y. Liang, J. Apostolopoulos and B. Girod, "Analyses of packet loss for compressed video: Does burst-length matter?," in Proc. of IEEE Conference on Acoustics, Speech, and Signal Processing, pp. 684-687, 2003.
  68. G. Li and J. Li, "Global weighted fairness guaranteed congestion avoidance protocol for wireless sensor networks," in Proc. of INFOCOM, pp. 601-605, 2011.
  69. C. Intanagonwiwat, R. Govindan, D. Estrin, J. Heidemann and F. Silva, "Directed diffusion for wireless sensor networking," IEEE/ACM Transaction on Networking, vol. 11, no. 11, pp. 2-16, 2003.
  70. S. Pudlewski and T. Melodia, "On the performance of compressive video streaming for wireless multimedia sensor networks," in Proc. of IEEE Ad-hoc, Sensor and Mesh Networking Symposium, pp. 1-5, 2010.
  71. P. Wang, R. Dai and I. Akyildiz, "Visual correlation-based image gathering for wireless multimedia sensor networks," in Proc. of INFOCOM, pp. 601-605, 2011.