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Abstract: This paper attempts to determine whether VBR video signals are either nonstationary or self-similar in nature as this has major implications for source characterisation on ATM networks. A quantitative test for determining the extent to which a signal can be considered wide sense stationary is developed from standard hypothesis testing techniques. This test is applied to VBR video data and three stationary models. A test is developed from the Hurst exponent estimator and this is also applied to... (Update)
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...results of the tests are discussed in Sections 4.4.3 and 4.5.3 and we draw conclusions in Section 4.6. 1 The work was first presented in [63] at the European Simulation Multiconference 1996 in Budapest where it received a special acknowledgement. 2 See Appendix C for an...
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BibTeX entry: (Update)
S. Bates and S. McLaughlin, "Is VBR video non-stationary or self-similar? Implications for ATM traffic characterisation," in Proceedings of the European Simulation Muilticonference, June 1996. http://citeseer.ist.psu.edu/bates96is.html More
@misc{ bates96is,
author = "S. Bates and S. McLaughlin",
title = "Is VBR video non-stationary or self-similar? Implications for ATM traffic
characterisation",
text = "S. Bates and S. McLaughlin, Is VBR video non-stationary or self-similar?
Implications for ATM traffic characterisation, in Proceedings of the European
Simulation Muilticonference, June 1996.",
year = "1996",
url = "citeseer.ist.psu.edu/bates96is.html" }
Citations (may not include all citations):294 Long-range dependence in variablebit -rate video trafic (context) - Beran, Sherman et al. - 1995
166 modeling and generation of self-similar VBR video traffic (context) - Garrett, Willinger - 1994
84 Modern Spectral Estimation: Theory and Application (context) - Kay - 1988
31 Plenum Press (context) - Feder - 1988
30 Self-similar traffic generation: The random midpoint displac.. (context) - Lau, Erramilli et al. - 1995
19 Statistical issues raised by the Bellcore data - Duffield, Lewis et al. - 1994
2 Queueing SystemTheory and Application (context) - Walrand, Call et al. - 1995
1 Introduction to Applied Stastical Signal Analysis (context) - Shiavi - 1991
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