Date of Award
2007
Document Type
Dissertation
Publication Status
Version of Record
Submission Date
October 2026
Thesis/Dissertation Advisor [Chair]
Aalo, Valentine A.
Abstract
The statistics of random sum is studied and used to evaluate performance metrics in wireless networks. Pertinent wireless network performance measures such as call completion/dropping probabilities and the average number of handovers usually require the probability distributions of the cell dwell time and call holding time; and are therefore not easy to evaluate. The proposed performance evaluation technique requires the moments of the cell dwell time and is given in terms of the Laplace transform function of the call holding time. Multimedia services that have Weibull and generalized gamma distributed call holding times are investigated. The proposed approximation method uses the compound geometric random sum distribution and requires that the geometric parameter be very small. For applications in which this parameter is not sufficiently small, a result is derived that improves the accuracy (to order of the geometric parameter) of the performance measures evaluated.
Extent
198 p.
Recommended Citation
Pattaramalai, Suwat, "A Study on Random Sum Statistics: Application to Wireless Network Performance Analysis" (2007). Electronic Theses and Dissertations 2000 - 2009. 1199.
https://digitalcommons.fau.edu/etd_general_5/1199
Identifier
FA00012575
Comments
College of Engineering and Computer Science|Dissertation (Ph.D.)--Florida Atlantic University, 2007.|FAU Electronic Theses and Dissertations Collection|College of Engineering and Computer Science