Estimation and prediction of VBR traffic in high-speed networks using LMS filters

International Conference on Communications - Proceedings

Volumn 1, Issue , 1998, Pages 253-258

  Randhawa, Tejinder S ^a   Hardy, R H S ^b  

^a Applied Digital Access British Columbia Group   (Canada)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; BIT ERROR RATE; CONGESTION CONTROL (COMMUNICATION); MULTIPLEXING; PACKET NETWORKS; SIGNAL FILTERING AND PREDICTION; STATISTICAL METHODS; VOICE/DATA COMMUNICATION SYSTEMS;

BANDWIDTH ALLOCATION; HIGH SPEED NETWORKS; LEAST MEAN SQUARE (LMS) FILTERS; VARIABLE BIT RATE (VBR);

TELECOMMUNICATION TRAFFIC;

EID: 0031623025     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.1998.682678     Document Type: Conference Paper

References (12)

1. P. Tsingotjidis, J. Hayes, and H. Kim, "Estimation and Prediction Approach to Congestion Control in ATM Networks," in Proc. IEEE GLOBECOM94, pp. 1785-1789, 1994.
2. A. Kolarov, A. Atai, and J. Hui, "Application of Kalman Filter in High-speed Networks," in Proc. IEEE GLOBE-COM94, pp. 624-628, 1994.
3. E. Yu and C. Chen, "Traffic Prediction using Neural Networks," in Proc. IEEE INFOCOM93, pp. 991-995, 1993.
4. P. Skelly, Mischa Schwartz, and S. Dixit, "A Histogram- Based Model for Video Traffic Behavior in an ATM Multiplexer," IEEE ACM Trans. Networking, vol 1, pp. 446-458, August 1993.
5. P. Skelly, G. Pacifici, and Mischa Schwartz, "A Cell and Burst Level Control Framework for Integrated Video and Image Traffic," in Proc. IEEE GLOBECOM93, pp. 334-341, 1993.
6. B. Maglaris, D. Anastassiou, P. Sen, G Karlsson, and J. Robbins, "Performance Models of Statistical Multiplexing in Packet Video Communications," IEEE Trans. Communication, vol 36, pp. 834-844, July 1988.
7. Mischa Schwartz, Broadband Integrated Networks. Prentice Hall, 1996.
8. Peter M. Clarkson, Optimal and Adaptive Signal Processing. CRC Press, 1993.
9. Athanasios Papoulis, Probability, Random Variables, and Stochastic Processes. McGraw-Hill, 1984.
10. W. Verbiest, L. Pinnoo, and B. Voeten, "The Impact of the ATM Concept on Video Coding," IEEE JSAC, pp. 1623- 1632, December 1988.
11. S. S. Dixit and P. Skelly, "Video Traffic Smoothing and ATM Multiplexer Performance," in Proc. IEEE GLOBE-COM91, pp. 0239-0243, 1991.
12. R. J. Gibbens, F. P. Kelly, and P. B. Key, "A Decision-Theoretic Approach to Call Admission Control in ATM Networks," IEEE JSAC, pp. 1101-1114, August 1995