Mduduzi Comfort Hlophe

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Energy Efficient

Cognitive Radio

Resource Allocation

Reinforcement Learning

Top Venues

Publications

Babatunde S. Awoyemi, Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Resource Optimisation in Cognitive-Based Internet-of-Things with Edge Computing. AFRICON (2023)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Prospect-theoretic DRL Approach for Container Provisioning in Energy-constrained Edge Platforms. VTC2023-Spring (2023)
Malcolm M. Sande, Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
A Backhaul Adaptation Scheme for IAB Networks Using Deep Reinforcement Learning With Recursive Discrete Choice Model. IEEE Access 11 (2023)
Mduduzi Comfort Hlophe, Babatunde S. Awoyemi, Bodhaswar T. Maharaj
Power-Delay Tradeoff in Vehicle-to-Edge Networks Using Constrained Reinforcement Learning. AFRICON (2023)
Mduduzi Comfort Hlophe, Babatunde S. Awoyemi, Bodhaswar T. Maharaj
Deep Q-learning Network Solution for Subjective Computational Task Scheduling in Edge Platforms. ANTS (2023)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
An SDN Controller-Based Network Slicing Scheme Using Constrained Reinforcement Learning. IEEE Access 10 (2022)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
AI Meets CRNs: A Prospective Review on the Application of Deep Architectures in Spectrum Management. IEEE Access 9 (2021)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj, Malcolm M. Sande
Energy-Efficient Transmissions in Federated Learning-Assisted Cognitive Radio Networks. ICCT (2021)
Malcolm M. Sande, Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Access and Radio Resource Management for IAB Networks Using Deep Reinforcement Learning. IEEE Access 9 (2021)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
QoS provisioning and energy saving scheme for distributed cognitive radio networks using deep learning. J. Commun. Networks 22 (3) (2020)
Malcolm M. Sande, Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Instantaneous Load-Based User Association in Multi-Hop IAB Networks using Reinforcement Learning. GLOBECOM (2020)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Secondary User Experience-oriented Resource Allocation in AI-empowered Cognitive Radio Networks Using Deep Neuroevolution. VTC Spring (2020)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj
Optimization and Learning in Energy Efficient Resource Allocation for Cognitive Radio Networks. VTC Spring (2019)
Mduduzi Comfort Hlophe, Sunil B. T. Maharaj
Spectrum Occupancy Reconstruction in Distributed Cognitive Radio Networks Using Deep Learning. IEEE Access 7 (2019)
Mduduzi Comfort Hlophe, Bodhaswar T. Maharaj, Soumaya Hamouda
Distributed spectrum sensing for cognitive radio systems using graph theory. AFRICON (2017)