An analytical framework for the design of intelligent algorithms for adaptive-rate MPEG video encoding in next-generation time-varying wireless networks

IEEE Journal on Selected Areas in Communications

Volumn 23, Issue 2, 2005, Pages 369-384

  Galluccio, Laura ^a   Licandro, Francesco ^a   Morabito, Giacomo ^a   Schembra, Giovanni ^a  

^a UNIVERSITY OF CATANIA   (Italy)

Author keywords

Forward error correction (FEC); MPEG; Quality of service (QoS); Switched batch bernoulli process (SBBP); Wireless channels

Indexed keywords

ALGORITHMS; BANDWIDTH; COMMUNICATION CHANNELS (INFORMATION THEORY); QUALITY OF SERVICE; REDUNDANCY; TELECOMMUNICATION LINKS; TELECOMMUNICATION NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

FORWARD ERROR CORRECTION (FEC); MPEG; SWITCHED BATCH BERNOULLI PROCESS (SBBP); WIRELESS CHANNELS;

IMAGE CODING;

EID: 13844267125     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2004.839386     Document Type: Article

References (35)

1. International Standard ISO-IEC/JTC1/Sc29/WG11, MPEG Test Model 2,Jul. 1992. Coded Representation of Picture and Audio Information.
2. International Standard ISO-IEC/JTC1/SC29/WG11, DISH11172-1, Mar. 1992. Coding of Moving Pictures and Associated Audio for Digital Storage Media up to 1.5 Mbit/s Part 2, Video.
3. I. F. Akyildiz, I., Joe, H. Driver, and Y. L. Ho, "A new adaptive FEC scheme for wireless ATM networks," in Proc. IEEE Milcom'98, Oct. 1998, pp. 277-281.
4. E. Altman, C. Barakat, and V. M. Ramos, "Queueing analysis of simple FEC schemes for IP telephony," in Proc. IEEE INFOCOM, Apr. 2001, pp. 796-804.
5. J. J. Bae, T. Suda, and R. Simha, "Analysis of individual packet loss in a finite buffer queue with heterogeneous Markov modulated arrival processes: A study of traffic burstiness and a priority packet discarding," in Proc. IEEE INFOCOM, Apr. 1992, pp. 219-230.
6. F. Beritelli, A. Lombardo, S. Palazzo, and G. Schembra, "Performance analysis of an ATM multiplexer loaded with VBR traffic generated by multimode speech coders," IEEE J. Sel. Areas Commun., vol. 17, no. 1, pp. 63-81, Jan. 1999.
7. A. Cernuto, F. Cocimano, A. Lombardo, and G. Schembra, "A queueing system model for the design of feedback laws in rate-controlled MPEG video encoders," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 4, pp. 238-255, Apr. 2002.
8. C. F. Chang and J. S. Wang, "A stable buffer control strategy for MPEG coding," IEEE Trans. Circuits Sys. Video Technol., vol. 7, no. 6, pp. 920-924, Dec. 1997.
9. S. R. Cho, "Adaptive error control scheme for multimedia applications in integrated terrestrial-satellite wireless networks," in Proc. IEEE WCNC, Sep. 2000, pp. 629-633.
10. A. Chockalingam and M. Zorzi, "Wireless TCP performance with link layer FEC/ARQ," Proc. IEEE ICC, pp. 1212-1216, Jun. 1999.
11. W. Ding and B. Liu, "Rate control of MPEG video coding and recording by rate-quantization modeling," IEEE Trans. Circuits Syst. Video Technol., vol. 6, no. 1, pp. 12-20, Feb. 1996.
12. L. Galluccio, G. Morabito, and G. Schembra, "An analytical frame-work for the performance evaluation of an adaptive-rate MPEG video transmission system for time-varying satellite channels," in Proc. Packet Video 2003, Apr. 2003.
13. O. Hashida, Y. Takahashi, and S. Shimogawa, "Switched batch bemoulli process (SBBP) and the discrete-time SBBP/G/1 queue with application to statistical multiplexer," IEEE J. Sel. Areas Commun., vol. 9, no. 3, pp. 394-401, Apr. 1991.
14. H. Jenzac, T. Stockhammer, and G. Kuhn, "On video streaming over variable bit-rate and wireless channels," in Proc. Packet Video 2003, Apr. 2003.
15. A. E. Kamal, "Efficient solution of multiple server queues with application to the modeling of ATM concentrators," in Proc. IEEE INFOCOM, Mar. 1996, pp. 248-254.
16. R. Kapoor, M. Cesana, and M. Gerla, "Link layer support for streaming MPEG video over wireless links," in Proc. Conf. Comput. Commun. Netw., Oct. 2003, pp. 477-482.
17. A. La Corte, A. Lombardo, and G. Schembra, "An analytical paradigm to calculate multiplexer performance in an ATM multimedia environment," Comput. Netw. ISDN Syst., vol. 29, no. 16, pp. 1881-1900, Dec. 1997.
18. L. J. Lin and A. Ortega, "Bit-rate control using piecewise approxi-mated rate-distortion characteristics," IEEE Trans. Circuits Syst. Video Technol., vol. 38, no. 1, pp. 446-459, Jan. 1990.
19. H. Liu and M. El Zarki, "Performance of H.263 video transmission over wireless channels using hybrid ARQ," IEEE J. Sel. Areas Commun., vol. 15, no. 9, pp. 1775-1786, Dec. 1997.
20. _, "Adaptive source rate control for real-time wireless video transmission," ACM Mobile Netw. Applicat., vol. 3, no. 1, pp. 49-60, Jan. 1998.
21. A. Lombardo, G. Morabito, and G. Schembra, "An accurate and treatable Markov model of MPEG-Video traffic," in Proc. IEEE INFOCOM'98, Mar.-Apr. 1998, pp. 217-224.
22. A. Lombardo, G. Morabito, S. Palazzo, and G. Schembra, "A Markov-based algorithm for the generation of MPEG sequences matching intraand inter-GoP correlation," Eur. Trans. Telecommun. J., vol. 12, no. 2, pp. 127-142, Mar./Apr. 2001.
23. A. Lombardo and G. Schembra, "Performance evaluation of an adaptiverate MPEG encoder matching IntServ traffic constraints," IEEE/ACM Trans. Netw., vol. 11, no. 1, pp. 47-65, Feb. 2003.
24. M. F. Neutz, Matrix-Geometric Solutions in Stochastic Models: An Algorithmic Approach. Baltimore, MD: The Johns Hopkins Univ. Press, 1981.
25. J. G. Proakis, Communication Systems Engineering. Englewood Cliffs, NJ: Prentice-Hall, 1994.
26. O. Rose, "Statistical properties of MPEG video traffic and their impact on traffic modeling in ATM systems," Inst. Comput. Sci., Univ. Wrzburg, Tech. Rep. 101, Feb. 1995.
27. G. M. Schuster and A. K. Katsaggelos, Rate-Distortion Based Video Compression, Optimal Video Frame Compression and Object Boundary Encoding. Norwell, MA: Kluwer, 1997.
28. V. Stankovic, R. Hamzaoui, and Z. Xiong, "Efficient channel code rate selection algorithms for forward error correction of packetized multi-media bitstreams in varying channels," IEEE Trans. Multimedia, vol. 6, no. 2, pp. 240-248, Apr. 2004.
29. T. Takine, T. Suda, and T. Hasegawa, "Cell loss and output process, analysis of a finite-buffer discrete-time ATM queueing system with correlated arrivals," in Proc. IEEE INFOCOM, Mar. 1993, pp. 1259-1269.
30. C. C. Tan and N. C. Beaulieu, "On first-order Markov modeling for the Rayleigh fading channels," IEEE Trans. Commun., vol. 48, pp. 2032-2040, Dec. 2000.
31. Test Model 5, ISO-IEC/JTC1/SC29/WG11, Apr. 1993.
32. 3GPP Site. [Online]. Available: http://www.3gpp.org
33. H. S. Wang and N. Moayeri, "Finite-state Markov channel - A useful model for radio communication channels," IEEE Trans. Veh. Technol., vol. 44, no. 1, pp. 163-171, Feb. 1995.
34. H. Zhu, H. Wang, I. Chlamtac, and B. Chen, "Bandwidth scalable source-channel coding for streaming video over wireless access networks," in Proc. 1st Annu. Wireless Netw. Symp., Oct. 2003.
35. M. Zorzi, R. R. Rao, and L. B. Milstein, "Error statistics in data transmission over fading channels," IEEE Trans. Commun., vol. 46, no. 11, pp. 1468-1477, Nov. 1998.