Joseph Isabona

Orcid: 0000-0002-2606-4315

Affiliations:
  • Federal University Lokoja, Department of Physics, Kogi State, Nigeria
  • University of KwaZulu-Natal, Department of Electronic Engineering, Howard College, Durban, South Africa


According to our database1, Joseph Isabona authored at least 14 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Optimizing the Quality of Service of Mobile Broadband Networks for a Dense Urban Environment.
Future Internet, May, 2023

Optimization of Base Station Placement in 4G LTE Broadband Networks Using Adaptive Variable Length Genetic Algorithm.
SN Comput. Sci., March, 2023

Optimal Radio Propagation Modeling and Parametric Tuning Using Optimization Algorithms.
Inf., 2023

2022
Machine Learning-Based Boosted Regression Ensemble Combined with Hyperparameter Tuning for Optimal Adaptive Learning.
Sensors, 2022

Atmospheric Propagation Modelling for Terrestrial Radio Frequency Communication Links in a Tropical Wet and Dry Savanna Climate.
Inf., 2022

Joint Random Forest and Particle Swarm Optimization for Predictive Pathloss Modeling of Wireless Signals from Cellular Networks.
Future Internet, 2022

2021
Joint Statistical and Machine Learning Approach for Practical Data-Driven Assessment of User Throughput Quality in Microcellular Radio Networks.
Wirel. Pers. Commun., 2021

2020
Wavelet Generalized Regression Neural Network Approach for Robust Field Strength Prediction.
Wirel. Pers. Commun., 2020

A Gaussian Mixture Model with Firm Expectation-Maximization Algorithm for Effective Signal Power Coverage Estimation.
Proceedings of the Information and Communication Technology and Applications, 2020

Application of Supervised Machine Learning Based on Gaussian Process Regression for Extrapolative Cell Availability Evaluation in Cellular Communication Systems.
Proceedings of the Information and Communication Technology and Applications, 2020

2019
Environment-Adaptation Based Hybrid Neural Network Predictor for Signal Propagation Loss Prediction in Cluttered and Open Urban Microcells.
Wirel. Pers. Commun., 2019

2017
Downlink Massive MIMO Systems: Achievable Sum Rates and Energy Efficiency Perspective for Future 5G Systems.
Wirel. Pers. Commun., 2017

Coverage and Link Quality Trends in Suburban Mobile Broadband HSPA Network Environments.
Wirel. Pers. Commun., 2017

2010
Computational Modeling of Transmission Capacity With Outage Constraints in Ad-Hoc Networks.
Comput. Inf. Sci., 2010


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