Name
Title | ||
|---|---|---|
LTE performance analysis using queuing systems with finite resources and random requirements |
Abstract | ||
|---|---|---|
Heavy traffic load in current LTE networks calls for effective radio resource allocation methods and tools for performance evaluation. In this work, we provide an analytical framework for LTE resource allocation in terms of queuing theory. We consider a multiservice queuing system with a finite amount of resources of several types, and allow the customers occupy a random amount of resources upon their arrival. Random resource requirements lead to more accurate performance evaluation compared to conventional multiservice models. For the considered model, we prove that the stationary probability distribution has a multiplicative form. Our findings are illustrated with a numerical example. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/ICUMT.2015.7382412 | 2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) |
Keywords | Field | DocType |
LTE,resource allocation,blocking probability,queuing system,finite resources,random requirements | Multiplicative function,Traffic load,Computer science,Computer network,Resource allocation,Queueing theory,Stationary distribution,Radio resource,Queue management system,Distributed computing | Conference |
ISSN | Citations | PageRank |
2157-0221 | 2 | 0.53 |
References | Authors | |
0 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Valeriy A. Naumov | 1 | 18 | 3.42 |
| Konstantin Samouylov | 2 | 39 | 15.31 |
| N. Yarkina | 3 | 4 | 0.95 |
| Eduard Sopin | 4 | 14 | 6.55 |
| Sergey Andreev | 5 | 410 | 61.79 |
| Andrey Samuylov | 6 | 74 | 13.93 |