An approach to analysis of heterogeneous networks' efficiency

Slamnik, Nina; Musovic, Jasmin; Okie, Armin; Tankovic, Faris; Krijestorac, Irfan

doi:10.1109/icat.2017.8171638

Cited by 4 publications

(2 citation statements)

References 8 publications

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“…The model considers the path-loss exponent to be equal to 4 [2]. There are n ABS Almost Blank Subframes (ABS) in which macro BSs do not transmit any power [3].…”

Section: Analytical Modelmentioning

confidence: 99%

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Stochastic Geometry-Based Analysis of Heterogeneous Wireless Network Spectral, Energy and Deployment Efficiency

Musovic

Lipovac

2021

Electronics

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For quite a while, it has been evident that homogeneous network architectures, based on cells with a uniform radiation pattern, cannot fulfill the ever increasing demand of mobile users for capacity and service quality while still preserving spectrum and energy. However, only with the introduction of the Fourth Generation mobile communication networks to deal with the surging data traffic of multimedia applications, have smaller cells been widely used to break down service zone areas of macro base stations into multiple tiers, thus improving network performance, reducing traffic congestion, and enabling better management of spectrum and energy consumption in a macro network. In this paper, we present an analytical model for assessing the efficiency of bandwidth and energy usage, as well as of network deployment, taking into account overall network investment and maintenance costs. This paves the way to the improved planning of network coverage, and its capacity and reliability, thus preserving its spectrum and energy, as well as the environment. The analysis considers the downlink of an arbitrary heterogeneous cellular network by using tools of stochastic geometry that adopt the distribution of base stations in the form of a Poisson Point Process. The proposed analytical model is verified by the according software simulations using the ns-3 network simulator. The obtained results closely match the theoretically predicted values and boundaries, clearly indicating that, in all three analyzed aspects: spectral, energy, and deploymental, the efficiency of small-cell networks was higher with respect to traditional large-cell networks and increased even further for heterogeneous (two-tier in our tests) networks.

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“…The model considers the path-loss exponent to be equal to 4 [2]. There are n ABS Almost Blank Subframes (ABS) in which macro BSs do not transmit any power [3].…”

Section: Analytical Modelmentioning

confidence: 99%

“…Furthermore, complex Radio Access Systems (RAS) can comprise cells of various classes, thus forming the so-called Heterogeneous Cellular Network (HCN), also commonly referred to as HetNet, where the basic topology concept presumes layering two or more groups of the same-class cells, called tiers [2,3].…”

Section: Introductionmentioning

confidence: 99%