Modeling and analysis of wireless LAN traffic

Journal of Information Science and Engineering

Volumn 25, Issue 6, 2009, Pages 1783-1801

  Yamkhin, Dashdorj ^a   Won, Youjip ^a  

^a Hanyang University   (South Korea)

Author keywords

Analysis; Fractional Gaussian noise; Fractional ARIMA; Long range dependence; Modeling; Network traffic; Self similarity

Indexed keywords

AGGREGATE TRAFFIC; COUNT PROCESS; DATA PAYLOAD; DATA SETS; EMPIRICAL STUDIES; FRACTIONAL GAUSSIAN NOISE; FRACTIONAL GAUSSIAN NOISE (FGN); LONG RANGE DEPENDENCE; LONG RANGE DEPENDENT; MARGINAL DISTRIBUTION; MODELING AND ANALYSIS; NETWORK TRAFFIC; PACKET SIZE; PACKET SIZE DISTRIBUTION; PARETO DISTRIBUTIONS; STOCHASTIC CHARACTERISTIC; WIRELESS LAN;

GAUSSIAN NOISE (ELECTRONIC); INTERNET PROTOCOLS; LOCAL AREA NETWORKS; PACKET NETWORKS; SIZE DISTRIBUTION; TELECOMMUNICATION TRAFFIC; TIME SERIES; TRACE ANALYSIS; WIRELESS TELECOMMUNICATION SYSTEMS;

WIRELESS LOCAL AREA NETWORKS (WLAN);

EID: 72549115872     PISSN: 10162364     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (24)

1. A. Balachandran, G. M. Voelker, P. Bahl, and P. V. Rangan, "Characterizing user behavior and network performance in a public wireless LAN," in Proceedings of ACMSIGMETRICS Performance Evaluation Review, 2002, pp. 195-205.
2. J. Beran, "Statistics for long-memory processes," Jerey Glosup Technometrics, Vol.39, 1997, pp. 105-106.
3. C. Oliveira, J. B. Kim, and T. Suda, "Long-range dependence in IEEE 802.1lb wireless LAN traffic: An empirical study," in Proceedings of IEEE 18th Annual Workshop on Computer Communications, 2003, pp. 17-23.
4. J. J. Collins and C. J. de Luca, "Upright, correlated random walks: A statistical-bio-mechanics approach to the human postural control system," Chaos, Vol.5, 1994, pp. 57-63.
5. D. Cox, Computer Experiments with Fractional Gaussian Noises, A Review, in Statistics and Appraisal Iowa State Statistical Library, 1984.
6. D. M. Etter, Engineering Problem Solving with C, Prentice Hall, New Jersey, 2004.
7. R. F. Felter, "Processes stochastiques fractals avec applications these de doctorat," Ph.D. Thesis, Department of Information and Communication, University of Paris, 1998.
8. U. Frisch, Turbulence: The Legacy of A.N. Kolmogorov, Cambridge University Press, Cambridge, UK, 1995.
9. M. Grossglauser and J. C. Bolot, "On the relevance of long-range dependence in network traffic," IEEE/ACM Transactions on Networking, Vol.7, 1999, pp. 629-640.
10. J. R. M. Hosking "Fractional differencing," Biometrika, Vol.68, 1981, pp. 165-176.
11. J. R. M. Hosking, "Modeling persistence in hydrological time series using fractional differencing," Water Resources Research, Vol.20, 1984, pp. 1898-1908.
12. J. Beran, R. Sherman, M. S. Taqqu, and W. Willinger, "Long-range dependence in variable-bit-rate video traffic," IEEE Transactions on Communications, Vol.5, 1995, pp. 1566-1579.
13. W. E. Leland, M. S. Taqqu, W. Willinger, and D. V. Wilson, "On the self-similar nature of ethernet traffic (extended version)," IEEE/ACM Transactions on Networking, Vol.2, 1994, pp. 1-15.
14. B. A. Mah, "An empirical model of http network traffic," in Proceedings of the INFOCOM, 16th Annual Joint Conference of the IEEE Computer and Communications Societies, Driving the Information Revolution, 1997, pp. 592-600.
15. M. McNett and G. M. Voelker, "Access and mobility of wireless PDA users," Technical Report No. CS'04, University of California, San Diego, USA, 2004.
16. W. Willinger, M. S. Taqqu, and V. Teverovsky, "Estimators for long-range dependence: An empirical study, fractals," Fractal, Vol.3, 1995, pp. 785-798.
17. A. Tudjarov, D. Temkov, T. Janevski, and O. Firfov, "Empirical modeling of internet traffic at middle-level burstiness," in Proceedings of the 12th IEEE Mediterranean, Vol.2,2004, pp. 535-538.
18. O. Shiluhin, S. Smolskiy, and A. Ocin, Fractial Process in the Telecommunication, Radio Tehnika, Russian, 2003.
19. O. Shiluhin, S. Smolskiy, and A. Ocin, Modeling for Information System, Radio Technika, Moscow, Russian, 2005.
20. K. Park, G. Kim, and M. Crovella, "On the relationship between file sizes, transport protocols, and self-similar network traffic," Technical Report No. 1996-016, Boston University, 1996.
21. V. Paxson, "Fast, approximate synthesis of fractional Gaussian noise for generating self-similar network traffic," ACM SIGCOMM Computer Communication Review, Vol.27, 1997, pp. 5-18.
22. J. M. Pitts and J. A. Schormans, Introduction IP and ATM Design and Performance With Applications Analysis Software, British Library Cataloguing in Publication Data, 2000.
23. V. Ribeiro, R. Riedi, M. S. Crouse, and R. G. Baraniuk, "Multiscale queueing analysis," IEEE/ACM Transactions on Networking, Vol.14,2000, pp. 1005-1018.
24. J. S. R. Lee, H. W. Park, and H. D. J. Jeong, "Simulation run-lengths of self-similar queueing processes," in Proceedings of the 12th IASTED International Conference