C-DMRC: Compressive distortion-minimizing rate control for Wireless Multimedia Sensor Networks

SECON 2010 - 2010 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks

Volumn , Issue , 2010, Pages

  Pudlewski, Scott ^a   Melodia, Tommaso ^a   Prasanna, Arvind ^a  

^a UNIVERSITY AT BUFFALO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL CODING RATE; CHANNEL QUALITY; CO-DESIGNS; COMPRESSED SENSING; CROSS-LAYER; DATA RATES; EMPIRICAL MODEL; LOW-COMPLEXITY; MULTIPLE VIDEO TRANSMISSION; NETWORK CONGESTIONS; PHYSICAL LAYERS; RATE CONTROL SCHEME; RATE CONTROLS; STREAMING PROTOCOLS; TCP FRIENDLY RATE CONTROL; VIDEO DISTORTIONS; VIDEO ENCODER; VIDEO ENCODINGS; VIDEO QUALITY; WIRELESS MULTIMEDIA SENSOR NETWORK; WIRELESS VIDEO TRANSMISSION;

AD HOC NETWORKS; ALGORITHMS; COMMUNICATION; IMAGE CODING; IMAGE COMMUNICATION SYSTEMS; MESH NETWORKING; MODELS; SENSOR NETWORKS; SIGNAL RECONSTRUCTION; TRANSMISSION CONTROL PROTOCOL; VIDEOTEX;

WIRELESS SENSOR NETWORKS;

EID: 77955107420     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SECON.2010.5508253     Document Type: Conference Paper

References (47)

1. I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, "A Survey on Wireless Multimedia Sensor Networks," Computer Networks (Elsevier), vol. 51, no. 4, pp. 921-960, Mar. 2007.
2. "Advanced Video Coding for Generic Audiovisual Services," ITU-T Recommendation H.264.
3. T. Wiegand, G. J. Sullivan, G. Bjntegaard, and A. Luthra, "Overview of the H.264/AVC video coding standard," IEEE Trans. on Circuits and Systems for Video Technology, vol. 13, no. 7, 2003.
4. J. Ostermann, J. Bormans, P. List, D. Marpe, M. Narroschke, F. Pereira, T. Stockhammar, and T.Wedi, "Video coding with H.264/AVC: Tools, performance, and complexity," IEEE Circuits and System Magazine, vol. 4, no. 1, 2004.
5. T.Wiegand, G. J. Sullivan, J. Reichel, H. Schwarz, and M.Wien, "Joint Draft 11 of SVC Amendment," Doc. JVT-X201, July 2007.
6. I. Akyildiz, T. Melodia, and K. Chowdhury, "Wireless multimedia sensor networks: Applications and testbeds," Proceedings of the IEEE, vol. 96, no. 10, pp. 1588-1605, Oct. 2008.
7. B. Girod, A. Aaron, S. Rane, and D. Rebollo-Monedero, "Distributed Video Coding," Proc. of the IEEE, vol. 93, no. 1, pp. 71-83, January 2005.
8. A. Wyner and J. Ziv, "The Rate-distortion Function for Source Coding with Side Information at the Decoder," IEEE Trans. on Information Theory, vol. 22, pp. 1-10, January 1976.
9. A. Aaron, S. Rane, R. Zhang, and B. Girod, "Wyner-Ziv Coding for Video: Applications to Compression and Error Resilience," in Proc. of IEEE Data Compression Conf. (DCC), Snowbird, UT, March 2003, pp. 93-102.
10. A. Aaron, E. Setton, and B. Girod, "Towards Practical Wyner-Ziv Coding of Video," in Proc. of IEEE Intl. Conf. on Image Processing (ICIP), Barcelona, Spain, September 2003.
11. T. Sheng, G. Hua, H. Guo, J. Zhou, and C. W. Chen, "Rate allocation for transform domain Wyner-Ziv video coding without feedback," in ACM Intl. Conf. on Multimedia, October 2008.
12. D. Donoho, "Compressed Sensing," IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
13. E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information," IEEE Transactions on Information Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
14. E.J. Candes and J. Romberg and T. Tao, "Stable Signal Recovery from Incomplete and Inaccurate Measurements," Communications on Pure and Applied Mathematics, vol. 59, no. 8, pp. 1207-1223, Aug. 2006.
15. E. Candes and T. Tao, "Near-optimal Signal Recovery from Random Projections and Universal Encoding Strategies?" IEEE Transactions on Information Theory, vol. 52, no. 12, pp. 5406-5425, Dec. 2006.
16. M. Wakin, J. Laska, M. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. Kelly, and R. Baraniuk, "Compressive imaging for video representation and coding," in Proc. Picture Coding Symposium (PCS), April 2006.
17. J. Romberg, "Imaging via Compressive Sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 14-20, 2008.
18. M. Duarte, M. Davenport, D. Takhar, J. Laska, T. Sun, K. Kelly, and R. Baraniuk, "Single-Pixel Imaging via Compressive Sampling," IEEE Signal Processing Magazine, vol. 25, no. 2, pp. 83-91, 2008.
19. S. Pudlewski and T. Melodia, "DMRC: Distortion-minimizing Rate Control for Wireless Multimedia Sensor Networks," in Proc. of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), Hong Kong S.A.R., P.R. China, October 2009.
20. M. Allman, V. Paxson, and W. Stevens, "TCP Congestion Control," IETF RFC 2581.
21. K. Tan, J. Song, Q. Zhang, and M. Sridharan, "A Compound TCP Approach for High-Speed and Long Distance Networks," in INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings, April 2006, pp. 1-12.
22. J. Padhye, V. Firoiu, D. Towsley, and J. Kurose, "Modeling TCP Throughput: A Simple Model and its Empirical Validation," in In Proc. of the Special Interest Group on Data Communications (ACM SIGCOMM), 1998.
23. W.-T. Tan and A. Zakhor, "Real-time Internet video using error resilient scalable compression and TCP-friendly transport protocol," IEEE Transactions on Multimedia, vol. 1, no. 2, pp. 172-186, Jun 1999.
24. M. Handley, S. Floyd, J. Padhye, and J. Widmer, "TCP Friendly Rate Control (TFRC): Protocol Specification," IETF RFC 3448.
25. O. B. Akan and I. F. Akyildiz, "ARC: the analytical rate control scheme for real-time traffic in wireless networks," Networking, IEEE/ACM Transactions on, vol. 12, no. 4, pp. 634-644, Aug. 2004.
26. K. Stuhlmuller, N. Farber, M.Link, and B. Girod, "Analysis of video transmission over lossy channels," IEEE Journal on Selected Areas in Communications, vol. 18, no. 6, pp. 1012-1032, Jun 2000.
27. Q. Zhang, W. Zhu, and Y. Zhang, "End-to-End QoS for Video Delivery Over Wireless Internet," Proceedings of the IEEE, vol. 93, no. 1, pp. 123-134, Jan 2005.
28. D. Wu, Y. T. Hou, and Y.-Q. Zhang, "Transporting Real-Time Video Over the Internet: Challenges and Approaches," Proceedings of the IEEE, vol. 88, no. 12, pp. 1855-1877, Dec 2000.
29. V. Stankovic, L. Stankovic, and S. Cheng, "Compressive Video Sampling," in In Proc. of the European Signal Processing Conf. (EUSIPCO), Lausanne, Switzerland, August 2008.
30. J. Park and M. Wakin, "A Multiscale Framework for Compressive Sensing of Video," in In Proc. of the Picture Coding Symposium (PCS), Chicago, Illinois, May 2009.
31. R. Marcia and R.Willett, "Compressive coded aperture video reconstruction," in In Proc. of the European Signal Processing Conf. (EUSIPCO), Lausanne, Switzerland, August 2008.
32. A. Bruckstein, D. Donoho, and M. Elad, "From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images," Preprint, 2007.
33. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, Mar. 2004.
34. I. E. Nesterov and A. Nemirovskii, Interior-Point Polynomial Algorithms in Convex Programming. Philadelphia, PA, USA: SIAM, 1994.
35. M. Zhu and T. Chan, "An Efficient Primal-Dual Hybrid Gradient Algorithm for Total Variation Image Restoration," Technical report, UCLA CAM Report 08-34, 2008.
36. A. Graps, "An Introduction to Wavelets," IEEE Computational Science and Engineering, vol. 2, pp. 50-61, 1995.
37. L. Gan, T. Do, and T. D. Tran, "Fast Compressive Imaging Using Scrambled Block Hadamard Ensemble," Preprint, 2008.
38. M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems," IEEE Journal of Selected Topics in Signal Processing: Special Issue on Convex Optimization Methods for Signal Processing, vol. 1, no. 4, pp. 586-598, 2007.
39. D. L. Donoho, Y. Tsaig, I. Drori, and J.-L. Starck, "Sparse solution of underdetermined linear equations by stagewise orthogonal matching pursuit," Preprint, 2007.
40. Z. Wang, A. Bovik, H. Sheikh, and E. Simoncelli, "Image quality assessment: from error visibility to structural similarity," Image Processing, IEEE Transactions on, vol. 13, no. 4, pp. 600-612, April 2004.
41. USC Signal and Image Processing Institute, http://sipi.usc.edu/database/ index.html.
42. T. Melodia and S. Pudlewski, "A Case for Compressive Video Streaming in Wireless Multimedia Sensor Networks," IEEE COMSOC MMTC ELetter, vol. 4, no. 9, October 2009.
43. J. Hagenauer, "Rate-compatible punctured convolutional codes (RCPC codes) and their applications," IEEE Transactions on Communications, vol. 36, no. 4, pp. 389-400, Apr 1988.
44. C. E. Perkins, E. M. Belding-Royer, and S. Das, "Ad Hoc On Demand Distance Vector (AODV) Routing," IETF RFC 3561.
45. R. Jain, D.-M. Chiu, and W. Hawe, "A quantitative measure of fairness and discrimination for resource allocation in shared computer systems," DEC Research Report TR-301, September 1984.
46. Ettus Research LLC, http://www.ettus.com/.
47. Eric Blossom, "GNU Software Radio," http://gnuradio.org/.