Correlation-aware QoS routing with differential coding for wireless video sensor networks

IEEE Transactions on Multimedia

Volumn 14, Issue 5, 2012, Pages 1469-1479

  Dai, Rui ^a   Wang, Pu ^a   Akyildiz, Ian F ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Quality of service (QoS); routing; spatial correlation; video compression; wireless video sensor networks

Indexed keywords

CAMERA SENSOR; DATA REDUNDANCY; DIFFERENTIAL CODING; LOAD-BALANCING SCHEMES; NETWORK CONGESTIONS; PERFORMANCE DEGRADATION; QOS CONSTRAINTS; QOS ROUTING; QOS ROUTING ALGORITHMS; RELIABILITY CONSTRAINTS; ROUTING; SPATIAL CORRELATIONS; VISUAL INFORMATION; WIRELESS VIDEO SENSOR NETWORKS;

CAMERAS; ENERGY EFFICIENCY; ENERGY UTILIZATION; IMAGE COMPRESSION; NETWORK ROUTING; ROUTING ALGORITHMS; SENSORS; WIRELESS SENSOR NETWORKS;

QUALITY OF SERVICE;

EID: 84866503492     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2012.2194992     Document Type: Article

References (28)

1. JMVC Reference Software JMVC 2.5. [Online]. Available: http://ftp3. itu.int/av-arch/jvt-site/2008-10-Busan/JVT-AC207.zip.
2. I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, "A survey on wireless multimedia sensor networks," Comput. Netw., vol. 51, no. 4, pp. 921-960, Mar. 2007.
3. M. Chen, V. C. M. Leung, S. Mao, and Y. Yuan, "Directional geographical routing for real-time video communications in wireless sensor networks," Comput. Commun., vol. 30, no. 17, pp. 3368-3383, Nov. 2007.
4. O. Chipara, Z. He, G. Xing, Q. Chen, X. Wang, C. Lu, J. Stankovic, and T. Abdelzaher, "Real-time power-aware routing in sensor networks," in Proc. 14th IEEE Int. Workshop Quality of Service (IWQoS), Jun. 2006, pp. 83-92.
5. R. Cristescu, B. Beferull-Lozano, and M. Vetterli, "On network correlated data gathering," in Proc. 23rd Annu. Joint Conf. IEEE Computer and Communications Societies, INFOCOM 2004, Mar. 2004, pp. 2571-2582.
6. R. Dai and I. F. Akyildiz, "A spatial correlation model for visual information in wireless multimedia sensor networks," IEEE Trans. Multimedia, vol. 11, no. 6, pp. 1148-1159, Oct. 2009.
7. D. Devarajan, Z. Cheng, and R. Radke, "Calibrating distributed camera networks," Proc. IEEE, vol. 96, no. 10, pp. 1625-1639, Oct. 2008.
8. S. C. Ergen and P. Varaiya, TDMA Scheduling Algorithms for Sensor Networks, Univ. California, Berkley, tech. rep., Jul. 2005.
9. E. Felemban, C.-G. Lee, and E. Ekici, "MMSPEED: Multipath multiSPEED protocol for QoS guarantee of reliability and timeliness in wireless sensor networks," IEEE Trans. Mobile Comput., vol. 5, no. 6, pp. 738-754, 2006.
10. W. Feng, B. Code, E. Kaiser, M. Shea, W. Feng, and L. Bavoil, "Panoptes: Scalable low-power video sensor networking technologies," in Proc. ACM Multimedia, Berkeley, CA, Nov. 2003.
11. B. Girod, A. Aaron, S. Rane, and D. Rebollo-Monedero, "Distributed video coding," Proc. IEEE, vol. 93, no. 1, pp. 71-83, Jan. 2005.
12. K. Goto, A. Hatabu, H. Nishizuka, K. Matsunaga, R. Nakamura, Y. Mochizuki, and T. Miyazaki, "H.264 video encoder implementation on a low-power DSP with low and stable computational complexity," in Proc. IEEE Workshop Signal Processing Systems Design and Implementation, Oct. 2006, pp. 101-106.
13. T. He, J. Stankovic, C. Lu, and T. Abdelzaher, "SPEED: A stateless protocol for real-time communication in sensor networks," in Proc. 23rd Int. Conf. Distributed Computing Systems (ICDCS), May 2003, pp. 46-55.
14. M. Horowitz, A. Joch, F. Kossentini, and A. Hallapuro, "H.264/AVC baseline profile decoder complexity analysis," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 7, pp. 704-716, Jul. 2003.
15. A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: A review," ACM Comput. Surv., vol. 31, no. 3, pp. 264-323, Sep. 1999.
16. P. Kulkarni, D. Ganesan, P. Shenoy, and Q. Lu, "Senseye: A multi-tier camera sensor network," in Proc. ACM Multimedia, Singapore, Nov. 2005.
17. S. Lin and D. J. C. Jr, Error Control Coding: Fundamentals and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1983.
18. J. Liu, M. Adler, D. Towsley, and C. Zhang, "On optimal communication cost for gathering correlated data through wireless sensor networks," in Proc. 12th Annual Int. Conf. Mobile Computing and Networking, Sep. 2006, pp. 310-321.
19. Y. Liu, I. Elhanany, and H. Qi, "An energy-efficient QoS-aware media access control protocol for wireless sensor networks," in Proc. IEEE Int. Conf. Mobile Adhoc and Sensor Systems Conf. (MASS), Nov. 2005.
20. H. Luo, Y. Liu, and S. K. Das, "Routing correlated data with fusion cost in wireless sensor networks," IEEE Trans. Mobile Comput., vol. 5, no. 11, pp. 1620-1632, Nov. 2006.
21. T. Melodia and I. F. Akyildiz, "Cross-layer quality of service support for UWB wireless multimedia sensor networks," in Proc. IEEE IN-FOCOM 2008, Apr. 2008, pp. 121-125.
22. S. Pattem, B. Krishnamachari, and R. Govindan, "The impact of spatial correlation on routing with compression in wireless sensor networks," in Proc. 3rd Int. Symp. Information Processing in Sensor Networks, IPSN 2004, Apr. 2004, pp. 28-35.
23. P. Seeling, M. Reisslein, and B. Kulapala, "Network performance evaluation using frame size and quality traces of single-layer and two-layer video: A tutorial," IEEE Commun. Surv. Tutor., vol. 6, no. 3, pp. 58-78, Third Quarter 2004.
24. S. Soro and W. Heinzelman, "A survey of visual sensor networks," Adv. Multimedia, vol. 2009, no. 640386, pp. 1-21, 2009.
25. A. Vetro, T. Wiegand, and G. J. Sullivan, "Overview of the stereo and multiview video coding extensions of the H.264/MPEG-4 AVC standard," Proc. IEEE, vol. 99, no. 4, pp. 626-642, Apr. 2011.
26. A. Wang and A. Chandrakasan, "Energy-efficient DSPs for wireless sensor networks," IEEE Signal Process. Mag., pp. 68-78, Jul. 2002.
27. P. Wang, R. Dai, and I. F. Akyildiz, "Collaborative data compression using clustered source coding for wireless multimedia sensor networks," in Proc. IEEE INFOCOM 2010, Mar. 2010.
28. A. Ziviani, B. E. Wolfinger, O. M. B. D. J. F. de Rezende, and S. Fdida, "Joint adoption of QoS schemes for MPEG streams," Multimedia Tools Appl., vol. 26, no. 1, pp. 59-80, May 2005.