Analyzing Dependent Placements of Small Cells in a Two-Layer Heterogeneous Network with a Rate Coverage Constraint
arXiv:1609.06395 · doi:10.1109/TVT.2016.2522468
Abstract
We consider the downlink of a two-layer heterogeneous network, comprising macro cells (MCs) and small cells (SCs). The existing literature generally assumes independent placements of the access points (APs) in different layers; in contrast, we analyze a dependent placement where SC APs are placed at locations with poor service from the MC layer. Our goal is to obtain an estimate of the number of SCs required to maintain a target outage rate. Such an analysis is trivial if the MCs are located according to a Poisson point process (PPP), which provides a lower bound on performance. Here, we consider MCs placed on a hexagonal grid, which complements the PPP model by providing an upper bound on performance. We first provide accurate bounds for the average interference within a MC when SCs are not used. Then, by obtaining the outage areas, we estimate the number of SCs required within an MC to overcome outage. If resource allocation amongst SCs is not used, we show that the problem of outage is not solved completely, and the residual outage area depends on whether co-channel or orthogonal SCs are used. Simulations show that a much smaller residual outage area is obtained with orthogonal SCs.
arXiv commentAccepted for publication in IEEE Transactions on Vehicular Technology
References in corpus (11)
- A Tractable Approach to Coverage and Rate in Cellular Networks
- Femtocell Networks: A Survey
- Modeling and Analysis of K-Tier Downlink Heterogeneous Cellular Networks
- Heterogeneous Cellular Networks with Flexible Cell Association: A Comprehensive Downlink SINR Analysis
- Downlink MIMO HetNets: Modeling, Ordering Results and Performance Analysis
- Average Rate of Downlink Heterogeneous Cellular Networks over Generalized Fading Channels - A Stochastic Geometry Approach
- Equivalence and comparison of heterogeneous cellular networks
- Stochastic Geometry Modeling of Cellular Networks: Analysis, Simulation and Experimental Validation
- Analyzing the Impact of Access Point Density on the Performance of Finite-Area Networks
- A Versatile Dependent Model for Heterogeneous Cellular Networks
- Heterogeneous network with distance dependent connectivity