Cellular communications coverage prediction techniques: A survey and comparison

OO Erunkulu, AM Zungeru, CK Lebekwe… - IEEE …, 2020 - ieeexplore.ieee.org
A lot of effort and time is utilized in the planning and building of the cellular wireless
networks to use minimum infrastructural components to provide the best network coverage …

A survey on coverage enhancement in cellular networks: Challenges and solutions for future deployments

R Borralho, A Mohamed, AU Quddus… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Seamless and ubiquitous coverage are key factors for future cellular networks. Despite
capacity and data rates being the main topics under discussion when envisioning the Fifth …

A tractable approach to coverage and rate in cellular networks

JG Andrews, F Baccelli, RK Ganti - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Cellular networks are usually modeled by placing the base stations on a grid, with mobile
users either randomly scattered or placed deterministically. These models have been used …

Mobile network coverage prediction based on supervised machine learning algorithms

MFA Fauzi, R Nordin, NF Abdullah… - Ieee Access, 2022 - ieeexplore.ieee.org
The need for wider coverage and high-performance quality of mobile networks is critical due
to the maturity of Internet penetration in today's society. One of the primary drivers of this …

Extremely randomized trees regressor scheme for mobile network coverage prediction and REM construction

CE García, I Koo - IEEE Access, 2023 - ieeexplore.ieee.org
In mobile communications network planning (and designing any radio system), coverage
prediction helps network operators optimize cellular networks to improve customer …

A new tractable model for cellular coverage

JG Andrews, F Baccelli, RK Ganti - 2010 48th annual Allerton …, 2010 - ieeexplore.ieee.org
Cellular networks are usually modeled by placing the base stations according to a regular
geometry such as a grid, with the mobile users scattered around the network either as a …

Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements

B Sayrac, J Riihijärvi, P Mähönen… - Proceedings of the …, 2012 - dl.acm.org
Cellular operators routinely use sophisticated planning tools to estimate the coverage of the
network based on building and terrain data combined with detailed propagation modeling …

[PDF][PDF] Comparison between measured and predicted path loss for mobile communication in Malaysia

J Chebil, AK Lawas, MD Islam - World Applied Sciences Journal, 2013 - researchgate.net
Path loss models are crucial in the planning of wireless network as they assist in
interference estimations, frequency assignments and evaluation of cell parameters. This …

Coverage probability of uplink cellular networks

HS Dhillon, TD Novlan… - 2012 IEEE Global …, 2012 - ieeexplore.ieee.org
The cellular uplink has typically been studied using simple Wyner-type analytical models
where interference is modeled as a constant or a single random variable, or via complex …

A universal approach to coverage probability and throughput analysis for cellular networks

H Zhang, S Chen, L Feng, Y Xie… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper proposes a novel tractable approach for accurately analyzing both the coverage
probability and the achievable throughput of cellular networks. Specifically, we derive a new …