Performance Analysis in Heterogeneous Networks with Spatiotemporal Traffic and Scheduling

Autor: Jianfang Xin, Ying Wang, Qi Zhu, Guangjun Liang, Tianjiao Zhang
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: Applied Sciences, Vol 10, Iss 8, p 2901 (2020)
Druh dokumentu: article
ISSN: 2076-3417
DOI: 10.3390/app10082901
Popis: In this work, we consider interference performance under direct data transmission in a heterogeneous network. The heterogeneous network consists of K-tier base stations and users, whose locations follow independent Poisson point processes (PPPs). Packet arrivals of users follow independent Bernoulli processes. Two different scheduling policies, round-robin (RR) and random scheduling (RS), are employed to all the Base Stations (BS). The universal frequency reuse mode is adopted to reveal actual spectrum reuse. By leveraging stochastic geometry and queueing theory, the interference interactions of the proposed network are accurately modelled. Accurate expressions for the mean packet throughputs of the network under universal frequency reuse mode are derived. The simulation results explore the optical bias factors in heterogeneous networks to maximize the mean packet throughput. Under a given user density, by changing BS densities, we achieved a certain mean packet throughput level.
Databáze: Directory of Open Access Journals