Modeling of flows with power-law spectral densities and power-law distributions of flow intensities

被引:2
|
作者
Kaulakys, Bronislovas [1 ]
Alaburda, Miglius [1 ]
Gontis, Vygintas [1 ]
Meskauskas, Tadas [1 ]
Ruseckas, Julius [1 ]
机构
[1] Vilnius State Univ, Inst Theoret Phys & Astron, A Gostauto 12, LT-01108 Vilnius, Lithuania
来源
TRAFFIC AND GRANULAR FLOW ' 05 | 2007年
关键词
D O I
10.1007/978-3-540-47641-2_59
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present analytical and numerical results of modeling of flows represented as correlated non-Poissonian point process and as Poissonian sequence of pulses of different size. Both models may generate signals with power-law distributions of the intensity of the flow and power-law spectral density. Furthermore, different distributions of the interevent time of the point process and different statistics of the size of pulses may result in 1/f(beta) noise with 0.5 less than or similar to beta less than or similar to 2. A combination of the models is applied for modeling Internet traffic.
引用
收藏
页码:603 / +
页数:2
相关论文
共 50 条
  • [1] SAMPLING POWER-LAW DISTRIBUTIONS
    PICKERING, G
    BULL, JM
    SANDERSON, DJ
    TECTONOPHYSICS, 1995, 248 (1-2) : 1 - 20
  • [2] Power-law stellar distributions
    Lima, JAS
    de Souza, RE
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 350 (2-4) : 303 - 314
  • [3] THE VECTOR POWER-LAW CALCULUS WITH APPLICATIONS IN POWER-LAW FLUID FLOW
    Yang, Xiao-Jun
    THERMAL SCIENCE, 2020, 24 (06): : 4289 - 4302
  • [4] Power-Law Distributions in Empirical Data
    Clauset, Aaron
    Shalizi, Cosma Rohilla
    Newman, M. E. J.
    SIAM REVIEW, 2009, 51 (04) : 661 - 703
  • [5] Power-law tail distributions and nonergodicity
    Lutz, E
    PHYSICAL REVIEW LETTERS, 2004, 93 (19) : 190602 - 1
  • [6] Power-law distributions in protoneutron stars
    Gervino, G.
    Lavagno, A.
    Pigato, D.
    NUCLEAR PHYSICS IN ASTROPHYSICS VI (NPA6), 2016, 665
  • [7] Universal Compression of Power-Law Distributions
    Falahatgar, Moein
    Jafarpour, Ashkan
    Orlitsky, Alon
    Pichapati, Venkatadheeraj
    Suresh, Ananda Theertha
    2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, : 2001 - 2005
  • [8] Discrete Truncated Power-Law Distributions
    Zhu, Hong
    Xie, Yingchao
    Xu, Maochao
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2016, 58 (02) : 197 - 209
  • [9] Non Uniqueness of Power-Law Flows
    Burczak, Jan
    Modena, Stefano
    Szekelyhidi, Laszlo
    COMMUNICATIONS IN MATHEMATICAL PHYSICS, 2021, 388 (01) : 199 - 243
  • [10] Non Uniqueness of Power-Law Flows
    Jan Burczak
    Stefano Modena
    László Székelyhidi
    Communications in Mathematical Physics, 2021, 388 : 199 - 243