Performance Analysis in Heterogeneous Networks with Spatiotemporal Traffic and Scheduling

Applied Sciences

Jianfang Xin¹  Ying Wang¹  Qi Zhu¹  Guangjun Liang²  Tianjiao Zhang³ 

[1] College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China;Department of Computer Information and Network Security, Jiangsu Police Institute, Nanjing 210031, China;Department of Information Engineering, Jiangsu Institute of Technology , Changzhou 213001, China;

关键词: stochastic geometry;    queueing theory;    universal frequency reusing;    scheduling schemes;    bias association;    mean packet throughput;   

DOI  :  10.3390/app10082901

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown