학술논문

Energy Efficiency Analysis in Heterogeneous Networks: A Stochastic Geometry Perspective
Document Type
Periodical
Source
IEEE Open Journal of Vehicular Technology IEEE Open J. Veh. Technol. Vehicular Technology, IEEE Open Journal of. 4:438-443 2023
Subject
Communication, Networking and Broadcast Technologies
Transportation
Geometry
Stochastic processes
Analytical models
Interference
Computational modeling
Energy efficiency
Cellular networks
Area spectral efficiency
energy efficiency
hard-core point processes
heterogeneous networks
Poisson hole process
stochastic geometry
Language
ISSN
2644-1330
Abstract
In this paper, we present the energy efficiency (EE) analysis of a multi-tier cellular network, where intra- and inter-tier dependence in the base station (BS) locations are captured via point processes, i.e., three variants of hard-core point processes (HCPPs) and the Poisson hole process (PHP). The analytical expression for EE is derived by approximating both the average power consumption of BSs and the coverage probability using an approximate signal-to-interference ratio analysis based on the Poisson point process (PPP). It is demonstrated that the proposed Matérn HCPP Type-I-PHP model provides better EE results compared to the other HCPP-PHP and PPP models.