Title
Two approaches to analyzing dynamic cellular networks with limited resources
Abstract
In current cellular networks, each user session requires a share of radio resources to be served. Performance analysis of such networks can generally be conducted by employing queuing systems with limited resources. However, with the ongoing network densification, the loading on future networks is expected to vary significantly and unpredictably. This calls for new methods to model flow-level dynamics in next-generation dense heterogeneous networks. In this paper, we discuss two new approaches that simplify the analysis of dynamic cellular systems by making it analytically tractable. Our findings are confirmed by simulations.
Year
DOI
Venue
2014
10.1109/ICUMT.2014.7002149
Ultra Modern Telecommunications and Control Systems and Workshops
Keywords
Field
DocType
cellular radio,next generation networks,queueing theory,dynamic cellular network analysis,dynamic cellular systems,flow-level dynamics model,network densification,next-generation dense heterogeneous networks,performance analysis,queuing systems,radio resources,flow-level dynamics,future cellular network,limited resources,queuing systems
Radio resource management,Information system,Markov process,Wireless,Computer science,Computer network,Cellular network,Heterogeneous network,Stochastic geometry models of wireless networks,Dynamic priority scheduling,Distributed computing
Conference
ISSN
Citations 
PageRank 
2157-0221
1
0.39
References 
Authors
5
4
Name
Order
Citations
PageRank
Valeriy A. Naumov1183.42
Konstantin Samouylov23915.31
Eduard Sopin3146.55
Sergey D. Andreev465148.54