Performance Analysis of Machine Learning Algorithms for Energy Demand–Supply Prediction in Smart Grids

Eric Cebekhulu, A. Onumanyi, S. Isaac

Sustainability, 2022

Simple Deterministic Selection-Based Genetic Algorithm for Hyperparameter Tuning of Machine Learning Models

Ismail Damilola Raji, H. Bello-Salau, I. J. Umoh, A. Onumanyi, M. Adegboye, Ahmed Tijani Salawudeen

Applied Sciences, 2022

Exploratory Analysis of Different Metaheuristic Optimization Methods for Medical Image Enhancement

M. Oloyede, A. Onumanyi, H. Bello-Salau, Karim D Djouani, A. Kurien

IEEE Access, 2022

Routing optimization in a wireless network using genetic algorithm and ILA routing metric

R. Okoro, O. Ubadike, A. Onumanyi, A. M. Aibinu

Nigerian Journal of Technology, 2022

Transactive Energy: State-of-the-Art in Control Strategies, Architectures, and Simulators

A. Onumanyi, S. Isaac, C. Kruger, A. Abu-Mahfouz

IEEE Access, 2021

A new automated smart cart system for modern shopping centres

H. Bello-Salau, A. Onumanyi, D. Michael, Ridwanullahi Isa, C. Alenoghena, H. Ohize

2021

Performance Analysis of Machine Learning Classifiers for Pothole Road Anomaly Segmentation

H. Bello-Salau, A. Onumanyi, R. F. Adebiyi, E. A. Adedokun, G. Hancke

2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 2021

Development of Hybrid Automatic Segmentation Technique of a Single Leaf from Overlapping Leaves Image

Jibrin Bala, H. Salau, I. J. Umoh, A. Onumanyi, Salawudeen A. Tijani, B. Yahaya

2021

Load-Driven Resource Allocation for enhanced Interference mitigation in Cellular Networks

O. Asaka, A. Adejo, N. Salawu, A. Onumanyi, H. Bello-Salau, Favour Taiwo Oluwamotemi

2021 1st International Conference on Multidisciplinary Engineering and Applied Science (ICMEAS), 2021

Generalized self‐tuning system for adaptive threshold estimators in cognitive radio systems using swarm and evolutionary‐based approaches

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Trans. Emerg. Telecommun. Technol., 2020

Cognitive Radio in Low Power Wide Area Network for IoT Applications: Recent Approaches, Benefits and Challenges

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

IEEE Transactions on Industrial Informatics, 2020

Adaptive threshold techniques for cognitive radio‐based low power wide area network

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Trans. Emerg. Telecommun. Technol., 2020

Low Power Wide Area Network, Cognitive Radio and the Internet of Things: Potentials for Integration

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Sensors, 2020

Amplitude quantization method for autonomous threshold estimation in self-reconfigurable cognitive radio systems

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Phys. Commun., 2020

A discriminant analysis-based automatic ordered statistics scheme for radar systems

A. Onumanyi, H. Bello-Salau, A. Adejo, H. Ohize, M. Oloyede, E. N. Paulson, A. Aibinu

Phys. Commun., 2020

A cuckoo search optimization-based forward consecutive mean excision model for threshold adaptation in cognitive radio

H. Abdullahi, A. Onumanyi, S. Zubair, A. Abu-Mahfouz, G. Hancke

Soft Comput., 2020

New Discrete Cuckoo Search Optimization Algorithms for Effective Route Discovery in IoT-Based Vehicular Ad-Hoc Networks

H. Bello-Salau, A. Onumanyi, A. Abu-Mahfouz, A. Adejo, M. B. Mu'azu

IEEE Access, 2020

Cooperative-hybrid detection of primary user emulators in cognitive radio networks

S. Adebo, E. Onwuka, A. Usman, A. Onumanyi

International Journal of Electrical and Computer Engineering (IJECE), 2020

Software-Defined Networking (SDN) and 5G Network: The Role of Controller Placement for Scalable Control Plane

S. Syed-Yusof, Paulson Eberechukwu Numan, K. M. Yusof, J. Din, Muhammad Nadzir Bin Marsono, A. Onumanyi

2020 IEEE International RF and Microwave Conference (RFM), 2020

Performance Analysis of Dynamic Threshold Estimation Techniques Based on the One-Tier Cognitive Radio Network

Aditi Gupta, A. Onumanyi

Journal of Computer and Communications, 2019

Histogram partitioning algorithms for adaptive and autonomous threshold estimation in cognitive radio–based industrial wireless sensor networks

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Trans. Emerg. Telecommun. Technol., 2019

Towards Cognitive Radio in Low Power Wide Area Network for Industrial IoT Applications

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

2019 IEEE 17th International Conference on Industrial Informatics (INDIN), 2019

DEVELOPMENT OF FALL DETECTION ALGORITHM FOR TELEMONITORING SYSTEM

C. A. Mebrim, O. Ubadike, A. Aibinu, I. I. Alegbeleye, A. Onumanyi

i-manager's Journal on Digital Signal Processing, 2019

DEVELOPMENT OF A ROAD SURFACE CONDITION MONITORING AND DATABASE SYSTEM

H. Bello-Salau, A. Aibinu, A. Onumanyi, S. Ahunsi, E. Onwuka, J. J. Dukiya

i-manager's Journal on Computer Science, 2019

An optimized routing algorithm for vehicle ad-hoc networks

H. Bello-Salau, A. Aibinu, Z. Wang, A. Onumanyi, E. Onwuka, J. J. Dukiya

Engineering Science and Technology, an International Journal, 2019

An Examination of Different Vision based Approaches for Road Anomaly Detection

H. Bello-Salau, A. Onumanyi, Ahmed Tijani Salawudeen, M. B. Mu’azu, A. M. Oyinbo

2019 2nd International Conference of the IEEE Nigeria Computer Chapter (NigeriaComputConf), 2019

An adaptive wavelet transformation filtering algorithm for improving road anomaly detection and characterization in vehicular technology

H. Bello-Salau, A. Onumanyi, B. O. Sadiq, H. Ohize, Ahmed Tijani Salawudeen, A. Aibinu

International Journal of Electrical and Computer Engineering (IJECE), 2019

A Survey of Accelerometer-Based Techniques for Road Anomalies Detection and Characterization

H. Salau, A. Onumanyi, A. Aibinu, E. Onwuka, J. J. Dukiya, H. Ohize

2019

A Survey of AccelerometerBased Techniques for Road Anomalies Detection and Characterization

IH. Bello, Salau, A. Onumanyi, A. Aibinu, E. Onwuka, J. J. Dukiya, H. Ohize

2019

A new evaluation function for face image enhancement in unconstrained environments using metaheuristic algorithms

M. Oloyede, G. Hancke, H. Myburgh, A. Onumanyi

EURASIP J. Image Video Process., 2019

A delay-aware spectrum handoff scheme for prioritized time-critical industrial applications with channel selection strategy

S. S. Oyewobi, G. Hancke, A. Abu-Mahfouz, A. Onumanyi

Comput. Commun., 2019

An Effective Spectrum Handoff Based on Reinforcement Learning for Target Channel Selection in the Industrial Internet of Things

S. S. Oyewobi, G. Hancke, A. Abu-Mahfouz, A. Onumanyi

Sensors, 2019

Spectral Data for Evaluating and Validating Threshold Estimators in Cognitive Radio

A. Onumanyi

2018

Frequency Domain Data for Analyzing the Performance of Adaptive Threshold Estimators in Cognitive Radio

A. Onumanyi

2018

A comparative analysis of local and global adaptive threshold estimation techniques for energy detection in cognitive radio

A. Onumanyi, A. Abu-Mahfouz, G. Hancke

Phys. Commun., 2018

Optimal Design of Colpitts Oscillator Using Bat Algorithm and Artificial Neural Network (BA-ANN)

E. N. Onwuka, S. Aliyu, Michael Okwori, Bala Alhaji Salihu, A. Onumanyi, H. Bello-Salau

Advances in Intelligent Systems and Computing, 2018

Design and Implementation of Autonomous Ground Control Station for Surveillance UAV

E. Onwuka, A. Onumanyi, Yusuf Y. Folawiyo

2018

New road anomaly detection and characterization algorithm for autonomous vehicles

H. Bello-Salau, A. Aibinu, A. Onumanyi, E. Onwuka, J. J. Dukiya, H. Ohize

2018

An Improved Genetic Algorithm for Optimization of Mathematical Test Functions

H. Bello-Salau, A. Aibinu, E. Onwuka, J. Dukiya, A. Onumanyi

2018

Improved Clustering Routing Protocol for Low-Energy Adaptive Cluster-Based Routing in Wireless Sensor Network

H. Bello-Salau, A. Onumanyi, A. Salami, S. Muslim, W. M. Audu, U. Abdullahi

2018

Overlay Virtualized Wireless Sensor Networks for Application in Industrial Internet of Things: A Review

Malvin Nkomo, G. Hancke, A. Abu-Mahfouz, S. Sinha, A. Onumanyi

Sensors, 2018

Performance Analysis of a Modified Otsu-based Constant False Alarm Rate (CFAR) Algorithm under Varying Signal to Noise Ratio in Radar Systems

Segun. Saliu, A. Onumanyi, J. Abolarinwa

2018

Development of hybrid artificial intelligent based handover decision algorithm

A. Aibinu, A. Onumanyi, A. P. Adedigba, M. Ipinyomi, T. A. Folorunso, M. Salami

2017

A modified Otsu’s algorithm for improving the performance of the energy detector in cognitive radio

A. Onumanyi, E. Onwuka, A. Aibinu, O. Ugweje, M. Salami

2017

An Adaptive Wavelet-Based Scale Space Filtering Algorithm for Spectrum Sensing in Cognitive Radio

H. Ohize, A. Onumanyi, M. Dlodlo, H. Bello-Salau

2017 IEEE Wireless Communications and Networking Conference (WCNC), 2017

Development of a Laboratory Model for Automated Road Defect Detection

H. Bello-Salau, A. Aibinu, E. Onwuka, J. Dukiya, A. Onumanyi, A. O. Ighabon

2016

Development of key generation algorithm using ECG biometrics for node security in wireless body area sensor network

J. Chukwunonyerem, A. Aibinu, A. Onumanyi, O. Ugweje, E. N. Onwuka, C. Alenogbena, N. Ezechi

2016

A New Measure for Analysing Accelerometer Data towards Developing Efficient Road Defect Profiling Systems

H. Bello-Salau, A. Aibinu, E. Onwuka, J. Dukiya, M. Bima, A. Onumanyi, T. A. Folorunso

2015

Comparative sensitivity analysis of energy detection techniques for cognitive radio application

A. Onumanyi, E. Onwuka, A. Aibinu, O. Ugweje, M. Salami

2014

A Real Valued Neural Network Based Autoregressive Energy Detector for Cognitive Radio Application

A. Onumanyi, E. Onwuka, A. Aibinu, O. Ugweje, M. Salami

International scholarly research notices, 2014

Effect of Spectrum Occupancy on the Performance of a Real Valued Neural Networl Based Energy Detector

A. Onumanyi, E. Onwuka, A. Aibinu, O. Ugweje, M. Salami

2014 International Joint Conference on Neural Networks (IJCNN), 2014

Image processing techniques for automated road defect detection: A survey

H. Bello-Salau, A. Aibinu, E. Onwuka, J. Dukiya, A. Onumanyi

2014 11th International Conference on Electronics, Computer and Computation (ICECCO), 2014

An Overview of Decision Techniques for Vertical Handoff Across Wireless Heterogeneous Networks

U. Abah, A. Aibinu, E. N. Onwuka, A. Onumanyi

2014

Techniques for vertical handoff decision across wireless heterogeneous networks: A survey

A. Onumanyi, E. Onwuka

2011

Design and implementation of a simple apparatus for teaching dynamics in physics

E. Onwuka, A. Onumanyi, A. E. Terhemba

2011

An enhanced multipolicy approach to vertical handoff decision across WLAN and UMTS networks

A. Onumanyi, E. Onwuka

2009 First Asian Himalayas International Conference on Internet, 2009