6G enabled smart infrastructure for sustainable society: Opportunities, challenges, and research roadmap

AL Imoize, O Adedeji, N Tandiya, S Shetty - Sensors, 2021 - mdpi.com
The 5G wireless communication network is currently faced with the challenge of limited data
speed exacerbated by the proliferation of billions of data-intensive applications. To address …

A review of artificial intelligence and machine learning for incident detectors in road transport systems

S Olugbade, S Ojo, AL Imoize, J Isabona… - Mathematical and …, 2022 - mdpi.com
Road transport is the most prone to accidents, resulting in significant fatalities and injuries. It
also faces a plethora of never-ending problems, such as the frequent loss of lives and …

Application of ensemble machine learning approach to assess the factors affecting size and polydispersity index of liposomal nanoparticles

B Hoseini, MR Jaafari, A Golabpour… - Scientific Reports, 2023 - nature.com
Liposome nanoparticles have emerged as promising drug delivery systems due to their
unique properties. Assessing particle size and polydispersity index (PDI) is critical for …

Machine learning-based boosted regression ensemble combined with hyperparameter tuning for optimal adaptive learning

J Isabona, AL Imoize, Y Kim - Sensors, 2022 - mdpi.com
Over the past couple of decades, many telecommunication industries have passed through
the different facets of the digital revolution by integrating artificial intelligence (AI) techniques …

Predictive estimation of optimal signal strength from drones over IoT frameworks in smart cities

SH Alsamhi, FA Almalki, O Ma… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The integration of drones, the Internet of Things (IoT), and Artificial Intelligence (AI) domains
can produce exceptional solutions to today complex problems in smart cities. A drone, which …

Automating the modular construction process: A review of digital technologies and future directions with blockchain technology

TO Olawumi, DWM Chan, S Ojo, MCH Yam - Journal of Building …, 2022 - Elsevier
Modular integrated construction (MiC) method has come to limelight in recent years due to
its enormous potentials. Although several digital tools and technologies (DTT) have been …

On the use of wavelet domain and machine learning for the analysis of epileptic seizure detection from EEG signals

KVN Kavitha, S Ashok, AL Imoize, S Ojo… - Journal of …, 2022 - Wiley Online Library
Epileptic patients suffer from an epileptic brain seizure caused by the temporary and
unpredicted electrical interruption. Conventionally, the electroencephalogram (EEG) signals …

Development of a multilayer perceptron neural network for optimal predictive modeling in urban microcellular radio environments

J Isabona, AL Imoize, S Ojo, O Karunwi, Y Kim… - Applied Sciences, 2022 - mdpi.com
Modern cellular communication networks are already being perturbed by large and steadily
increasing mobile subscribers in high demand for better service quality. To constantly and …

Standard propagation channel models for MIMO communication systems

AL Imoize, AE Ibhaze, AA Atayero… - … and Mobile Computing, 2021 - Wiley Online Library
The field of wireless communication networks has witnessed a dramatic change over the last
decade due to sophisticated technologies deployed to satisfy various demands peculiar to …

Application of cell-free massive MIMO in 5G and beyond 5G wireless networks: A survey

HI Obakhena, AL Imoize, FI Anyasi… - Journal of Engineering …, 2021 - Springer
In recent times, the rapid growth in mobile subscriptions and the associated demand for high
data rates fuels the need for a robust wireless network design to meet the required capacity …