학술논문

Simulating sample paths of linear fractional stable motion
Document Type
Periodical
Source
IEEE Transactions on Information Theory IEEE Trans. Inform. Theory Information Theory, IEEE Transactions on. 50(6):1086-1096 Jun, 2004
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Telecommunication traffic
Traffic control
Stochastic processes
Computational modeling
Tail
Statistics
Random variables
Motion measurement
Computational complexity
Error analysis
Language
ISSN
0018-9448
1557-9654
Abstract
An algorithm for generating sample paths of linear fractional stable motion (LFSM) is introduced. It is based on the approximation of LFSM by a linear process and exhibits low computational complexity. A detailed analysis of the error term involved in the approximation is provided, which in turn guides the user on selecting the size of the generated sequence.