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 …
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
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 …
capacity and data rates being the main topics under discussion when envisioning the Fifth …
A tractable approach to coverage and rate in cellular networks
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 …
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 …
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 …
prediction helps network operators optimize cellular networks to improve customer …
A new tractable model for cellular coverage
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 …
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 …
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
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 …
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 …
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 …
probability and the achievable throughput of cellular networks. Specifically, we derive a new …