Title :
Two approaches to analyzing dynamic cellular networks with limited resources
Author :
Naumov, V. ; Samouylov, K. ; Sopin, E. ; Andreev, Sergey
Author_Institution :
Service Innovations Res. Inst., Helsinki, Finland
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.
Keywords :
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; Analytical models; Dynamic scheduling; Information systems; Markov processes; Mathematical model; Probability; Wireless communication; flow-level dynamics; future cellular network; limited resources; queuing systems;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2014 6th International Congress on
Conference_Location :
St. Petersburg
DOI :
10.1109/ICUMT.2014.7002149