Estimating degree of mixing in statistically multiplexed data

Rajesh Narasimha; Raghuveer M. Rao; Sohail Dianat

doi:10.1117/12.672075

12 May 2006 Estimating degree of mixing in statistically multiplexed data

Rajesh Narasimha, Raghuveer M. Rao, Sohail Dianat

Proceedings Volume 6248, Wireless Sensing and Processing; 62480V (2006) https://doi.org/10.1117/12.672075
Event: Defense and Security Symposium, 2006, Orlando (Kissimmee), Florida, United States

Abstract

This paper examines the problem of determining the degree of mixing of two independent and different types of traffic streams from observations of their statistically multiplexed stream. A common example of a pair of such different stream types in networks would be one conforming to the conventional Poisson model and the other obeying long-range dependence characterized by a heavy-tailed distribution. We provide an expression for the probability density function of the inter-arrival time of the mixed stream in terms of those of the input streams for the general case. An approach is provided to estimate input parameters from the first and second order statistics of the output traffic for the specific case of multiplexing Poisson and heavy-tailed processes.

Citation Download Citation

Rajesh Narasimha, Raghuveer M. Rao, and Sohail Dianat "Estimating degree of mixing in statistically multiplexed data", Proc. SPIE 6248, Wireless Sensing and Processing, 62480V (12 May 2006); https://doi.org/10.1117/12.672075

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available