Thokozani Shongwe

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 51

Top Topics

Machine Learning

Probabilistic Neural Networks

Radio Frequency

Top Venues

Publications

Olamide Jogunola, Abimbola Susan Ajagun, Wayes Tushar, Femi O. Olatunji, Chau Yuen, Craig Morley, Bamidele Adebisi, Thokozani Shongwe
Peer-to-Peer Local Energy Market: Opportunities, Barriers, Security, and Implementation Options. IEEE Access 12 (2024)
Obumneme Obiajulu Umeonwuka, Babatunde S. Adejumobi, Thokozani Shongwe
Deep Learning-Assisted Energy Prediction Modeling for Energy Harvesting in Wireless Cognitive Radio Devices. IEEE Access 12 (2024)
Mpho Sam Nkambule, Ali N. Hasan, Thokozani Shongwe
Advanced Control Strategies for Photovoltaic Power Quality and Maximum Power Point Tracking Optimization. IEEE Access 12 (2024)
Tolulope David Makanju, Thokozani Shongwe, Oluwole John Famoriji
Machine Learning Approaches for Power System Parameters Prediction: A Systematic Review. IEEE Access 12 (2024)
Kala Praveen Bagadi, Visalakshi Annepu, Naga Raju Challa, Francesco Benedetto, Thokozani Shongwe, Khaled M. Rabie
Enhancing Performance of Massive MU-MIMO System With LR-RTS: A Low-Complexity Detection Algorithm. IEEE Access 12 (2024)
M. Priyadharshini, A. Faritha Banu, Bhisham Sharma, Subrata Chowdhury, Khaled M. Rabie, Thokozani Shongwe
Hybrid Multi-Label Classification Model for Medical Applications Based on Adaptive Synthetic Data and Ensemble Learning. Sensors 23 (15) (2023)
Akintunde O. Iyiola, Ayokunle D. Familua, Theo G. Swart, Thokozani Shongwe
Modeling of Burst Impulse Noise Errors in an In-House M-QAM-Based Power Line Communications Channel Using the Fritchman-Markov Model. Sensors 23 (15) (2023)
Oladipo Folorunso, Peter O. Olukanmi, Thokozani Shongwe, Rotimi Sadiku, Yskandar Hamam
Development of Series-Parallel and Neural-Network Based Models for Predicting Electrical Conductivity of Polymer Nanocomposite. IEEE Access 11 (2023)
Muhammad Ayzed Mirza, Junsheng Yu, Salman Raza, Moez Krichen, Manzoor Ahmed, Wali Ullah Khan, Khaled M. Rabie, Thokozani Shongwe
DRL-assisted delay optimized task offloading in automotive-industry 5.0 based VECNs. J. King Saud Univ. Comput. Inf. Sci. 35 (6) (2023)
Oluwole John Famoriji, Thokozani Shongwe
Electromagnetic machine learning for estimation and mitigation of mutual coupling in strongly coupled arrays. ICT Express 9 (1) (2023)
Irvine Mapfumo, Thokozani Shongwe, Khaled M. Rabie
Performance Analysis of ACO/DCO-OFDM Hybrid PLC-VLC Receivers With Blanking Non-Linearity. IEEE Access 11 (2023)
Oluwole John Famoriji, Thokozani Shongwe
Deep Learning Approach to Source Localization of Electromagnetic Waves in the Presence of Various Sources and Noise. Symmetry 15 (8) (2023)
Azriel Henry, Sunil Gautam, Samrat Khanna, Khaled M. Rabie, Thokozani Shongwe, Pronaya Bhattacharya, Bhisham Sharma, Subrata Chowdhury
Composition of Hybrid Deep Learning Model and Feature Optimization for Intrusion Detection System. Sensors 23 (2) (2023)
Obumneme Obiajulu Umeonwuka, Babatunde S. Adejumobi, Thokozani Shongwe
An XGBoost Machine Learning Technique for RF Energy Harvesting Prediction in IP-enabled IoT Devices. EUROCON (2023)
A. F. M. Shahen Shah, Muhammet Ali Karabulut, A. F. M. Suaib Akhter, Nazifa Mustari, Al-Sakib Khan Pathan, Khaled M. Rabie, Thokozani Shongwe
On the Vital Aspects and Characteristics of Cryptocurrency - A Survey. IEEE Access 11 (2023)
Md. Najmul Mowla, Neazmul Mowla, A. F. M. Shahen Shah, Khaled M. Rabie, Thokozani Shongwe
Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey. IEEE Access 11 (2023)
Babatunde S. Adejumobi, Thokozani Shongwe, Ali N. Hasan
Improved Subcarrier Selection Technique for Power Line Communications. J. Commun. 18 (2) (2023)
Irvine Mapfumo, Thokozani Shongwe, Khaled Rabie
Analysis of the Perfect Nulling Technique in FFT Hybrid PLC-VLC System Based on ACO-OFDM in Impulsive Noise. IWCMC (2022)
Oluwole John Famoriji, Thokozani Shongwe
Multi-Source DoA Estimation of EM Waves Impinging Spherical Antenna Array With Unknown Mutual Coupling Using Relative Signal Pressure Based Multiple Signal Classification Approach. IEEE Access 10 (2022)
Katleho L. Masita, Ali N. Hasan, Thokozani Shongwe
75MW AC PV Module Field Anomaly Detection Using Drone-Based IR Orthogonal Images With Res-CNN3 Detector. IEEE Access 10 (2022)
Ndamulelo Tshivhase, Ali N. Hasan, Thokozani Shongwe
A Fault Level-Based System to Control Voltage and Enhance Power Factor Through an On-Load Tap Changer and Distributed Generators. IEEE Access 9 (2021)
Opeyemi O. Ogunyanda, Thokozani Shongwe, Theo G. Swart
Injection Coding with Spectral Nulls for Even Codeword Lengths. J. Commun. 16 (5) (2021)
Mengistu Abera Mulatu, Thembelihle Dlamini, Thokozani Shongwe, Mzabalazo Lupupa
Energy Cooperative Transmission Policy for Energy Harvesting Tags. CoRR (2021)
Babatunde S. Adejumobi, Thokozani Shongwe, Ali N. Hasan
Mirror activation pattern selection techniques for media-based space-time block coded spatial modulation. Telecommun. Syst. 78 (3) (2021)
Opeyemi O. Ogunyanda, Thokozani Shongwe, Theo G. Swart
Injection Coding With Spectral Shaping Capability. IEEE Access 9 (2021)
Ndamulelo Tshivhase, Ali N. Hasan, Thokozani Shongwe
An Average Voltage Approach to Control Energy Storage Device and Tap Changing Transformers Under High Distributed Generation. IEEE Access 9 (2021)
Katleho L. Masita, Ali N. Hasan, Thokozani Shongwe
Refining the Efficiency of R-CNN in Pedestrian Detection. ICICT (3) (2021)
Irvine Mapfumo, Thokozani Shongwe
Analysis of the Perfect Nulling Technique in ACO-OFDM for DHT Hybrid PLC-VLC System in Impulsive Noise. J. Commun. 16 (7) (2021)
Dickson O. Egbune, Babatunde S. Adejumobi, Isaac O. A. Omeiza, Frank Ayo Ibikunle, Adeniyi Olayanju, Ayodele S. Oluwole, Thokozani Shongwe
Low-complexity Detectors for Cyclic Structured Space-time Block Coded Spatial Modulation over a Slow Rayleigh Fading Channel. J. Commun. 15 (11) (2020)
Irvine Mapfumo, Thokozani Shongwe
A Comparison of FFT and DHT Hybrid PLC-VLC Systems Based on ACO-OFDM in Impulsive Noise. RADIOELEKTRONIKA (2020)
Irvine Mapfumo, Thokozani Shongwe
Performance Comparison of FFT and DHT Hybrid PLC-VLC Systems Based on DCO-OFDM in Impulsive Noise. RADIOELEKTRONIKA (2020)
Dalal Baroud, Ali N. Hasan, Thokozani Shongwe
The Use of Multiclass Support Vector Machines and Probabilistic Neural Networks for Signal Classification and Noise Detection in PLC/OFDM Channels. RADIOELEKTRONIKA (2020)
Thokozani Shongwe, A. J. Han Vinck
Analysis of Clipping a Digital Modulated Signal Affected by AWGN and Impulse Noise. CSNDSP (2020)
Babatunde S. Adejumobi, Thokozani Shongwe
Labeling Diversity for Media-Based Space-Time Block Coded Spatial Modulation. IEEE Access 8 (2020)
Kingsley Akom, Thokozani Shongwe, Meera K. Joseph, Sanjeevikumar Padmanaban
Energy Framework and Policy Direction Guidelines: Ghana 2017-2050 Perspectives. IEEE Access 8 (2020)
Dalal Baroud, Ali N. Hasan, Thokozani Shongwe
A Study Towards Implementing Various Artificial Neural Networks for Signals Classification and Noise Detection in OFDM/PLC Channels. CSNDSP (2020)
Thokozani Shongwe, A. J. Han Vinck
Waveform clipping in FSK modulated signal to combat impulse noise. ISPLC (2018)
T. Samakande, Thokozani Shongwe, Arnold S. de Beer, Hendrik C. Ferreira
The effect of coupling circuits on impulsive noise in power line communication. ISPLC (2018)
Thokozani Shongwe, Theo G. Swart, Hendrik C. Ferreira
Distance-Preserving Mapping with Euclidean Distance for 4-ary PAM. CSNDSP (2018)
M. D. Kubjana, Alain Richard Ndjiongue, Thokozani Shongwe
Impulsive Noise Evaluation on PLC-VLC based on DCO-OFDM. CSNDSP (2018)
Abiola G. Bolaji, Thokozani Shongwe
BPSK-OFDM versus QFSK-OFDM in Combating the Effects of Narrowband Interference and Impulsive Noise in Power Line Communication. CSNDSP (2018)
Rembuluwani Phillip Tshubwana, Thokozani Shongwe, Miidzo Hove
Effects of fulgurites on the earthing system. AFRICON (2017)
Alain Richard Ndjiongue, Thokozani Shongwe, Hendrik C. Ferreira, Telex Magloire Nkouatchah Ngatched, A. J. Han Vinck
PSK to CSK mapping for hybrid systems involving the radio frequency and the visible spectrum. Telecommun. Syst. 64 (1) (2017)
Alain Richard Ndjiongue, Thokozani Shongwe, Hendrik C. Ferreira
PSK-CSK Systems. IEEE Commun. Lett. 21 (5) (2017)
Thokozani Shongwe
Analysis of the Probability of Sync-Words in Reed-Solomon Codes. IEEE Commun. Lett. 21 (1) (2017)
Timothy O. Sanya, Thokozani Shongwe, A. J. Han Vinck, Hendrik C. Ferreira
Impedance analysis of a power line distribution network using short-time Fourier Transform. ISPLC (2017)
Stephane M. Nlom, Alain Richard Ndjiongue, Khmaies Ouahada, Hendrik C. Ferreira, A. J. Han Vinck, Thokozani Shongwe
A simplistic channel model for cascaded PLC-VLC systems. ISPLC (2017)
Alain Richard Ndjiongue, Hendrik C. Ferreira, Thokozani Shongwe
Inter-building PLC-VLC integration based on PSK and CSK techniques. ISPLC (2016)
Ali N. Hasan, Thokozani Shongwe
Proposed machine learning system to predict and estimate impulse noise in OFDM communication system. IECON (2016)
Thokozani Shongwe, A. J. Han Vinck, Hendrik C. Ferreira
Application of symbol avoidance in Reed-Solomon codes to improve their synchronization. Telecommun. Syst. 63 (1) (2016)
Ali N. Hasan, Thokozani Shongwe
Impulse Noise Detection in OFDM Communication System Using Machine Learning Ensemble Algorithms. SOCO-CISIS-ICEUTE (2016)
A. J. Han Vinck, Fatma Rouissi, Thokozani Shongwe, Guilherme R. Colen, Lucas Giroto de Oliveira
Impulse Noise and Narrowband PLC. CoRR (2015)
Thokozani Shongwe, A. J. Han Vinck, Hendrik C. Ferreira
The effects of periodic impulsive noise on OFDM. ISPLC (2015)
Alain Richard Ndjiongue, Thokozani Shongwe, Hendrik C. Ferreira, Telex Magloire Nkouatchah Ngatched, A. J. Han Vinck
Cascaded PLC-VLC Channel Using OFDM and CSK Techniques. GLOBECOM (2015)
Thokozani Shongwe, Theo G. Swart, Hendrik C. Ferreira
Multiple access with distance preserving mappings for permutation codes. AFRICON (2013)
Thokozani Shongwe, Theo G. Swart, Hendrik C. Ferreira, Tran van Trung
Good Synchronization Sequences for Permutation Codes. IEEE Trans. Commun. 60 (5) (2012)
Thokozani Shongwe, Ulrich Speidel, Theo G. Swart, Hendrik C. Ferreira
The effect of hamming distances on permutation codes for multiuser communication in the power line communications channel. AFRICON (2011)