Xavier Fernando

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 25

Top Topics

Attention Mechanism

Reinforcement Learning

Top Venues

Future Internet

IEEE Trans. Veh. Technol.

Publications

Syed Ammad Ali Shah, Xavier Fernando, Rasha F. Kashef
Improved Vehicular Congestion Classification using Machine Learning for VANETs. SysCon (2024)
Md. Nooruzzaman, Xavier Fernando
Cost dynamics of converged optical-wireless networks: enabling low-latency xRANs through a reconfigurable hybrid split. J. Opt. Commun. Netw. 16 (6) (2024)
Satyanand Singh, Joanna Rosak-Szyrocka, István Drotár, Xavier Fernando
Oceania's 5G Multi-Tier Fixed Wireless Access Link's Long-Term Resilience and Feasibility Analysis. Future Internet 15 (10) (2023)
Anitha Saravana Kumar, Lian Zhao, Xavier Fernando
Task Offloading and Resource Allocation in Vehicular Networks: A Lyapunov-Based Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 72 (10) (2023)
Arif Obaid, Muhammad Jaseemuddin, Xavier Fernando
Intelligent Clustering for Energy Harvesting Cognitive Wireless Sensor Networks. BlackSeaCom (2023)
Abhishek Gupta, Xavier Fernando
Co-operative Edge Intelligence for C-V2X Communication using Federated Reinforcement Learning. PIMRC (2023)
Noha Hassan, Xavier Fernando, Isaac Woungang, Alagan Anpalagan
User Association Performance Trade-Offs in Integrated RF/mmWave/THz Communications. Future Internet 15 (12) (2023)
Noha Hassan, Xavier Fernando, Isaac Woungang, Alagan Anpalagan
Towards Optimal Association of Coexisting RF, THz and mmWave Users in 6G Networks. PIMRC (2023)
Xavier Fernando, George Lazaroiu
Spectrum Sensing, Clustering Algorithms, and Energy-Harvesting Technology for Cognitive-Radio-Based Internet-of-Things Networks. Sensors 23 (18) (2023)
Karl Magtibay, Xavier Fernando, Karthikeyan Umapathy
Enhancement of Physiological Stress Classification using Psychometric Features. HEALTHINF (2022)
Abhishek Gupta, Kandasamy Illanko, Xavier Fernando
Object Detection for Connected and Autonomous Vehicles using CNN with Attention Mechanism. VTC Spring (2022)
Ajmery Sultana, Xavier Fernando
Intelligent Reflecting Surface-Aided Device-to-Device Communication: A Deep Reinforcement Learning Approach. Future Internet 14 (9) (2022)
Abhishek Gupta, Xavier Fernando
Automatic Modulation Classification for Cognitive Radio Systems using CNN with Probabilistic Attention Mechanism. VTC Spring (2022)
Anitha Saravana Kumar, Lian Zhao, Xavier Fernando
Multi-Agent Deep Reinforcement Learning-Empowered Channel Allocation in Vehicular Networks. IEEE Trans. Veh. Technol. 71 (2) (2022)
Kandasamy Illanko, Xavier Fernando
Adaptive Minimization of Direct Sunlight Noise on V2V-VLC Receivers. VTC Spring (2021)
Syed Ammad Ali Shah, Kandasamy Illanko, Xavier Fernando
Deep Learning Based Traffic Flow Prediction for Autonomous Vehicular Mobile Networks. VTC Fall (2021)
Abhishek Gupta, Xavier Fernando, Olivia Das
Reliability and Availability Modeling Techniques in 6G IoT Networks: A Taxonomy and Survey. IWCMC (2021)
Arif Obaid, Xavier Fernando, Muhammad Jaseemuddin
A mobility-aware cluster-based MAC protocol for radio- frequency energy harvesting cognitive wireless sensor networks. IET Wirel. Sens. Syst. 11 (5) (2021)
Anitha Saravana Kumar, Lian Zhao, Xavier Fernando
Mobility Aware Channel Allocation for 5G Vehicular Networks using Multi-Agent Reinforcement Learning. ICC (2021)
Arif Obaid, Muhammad Jaseemuddin, Xavier Fernando
An Energy Harvesting MAC Protocol for Cognitive Wireless Sensor Networks. VTC Spring (2021)
Abhishek Gupta, Xavier Fernando
Exploring Secure Visible Light Communication in Next-generation (6G) Internet-of-Things. IWCMC (2021)
V. Suma, Xavier Fernando, Ram Palanisamy, Robert Bestak
Special issue on "Ubiquitous clouds and communication networks". Int. J. Commun. Syst. 34 (6) (2021)
Md. Nooruzzaman, Xavier Fernando
Hyperscale Datacenter Networks with Hybrid Fabric Aggregator Architectures. OFC (2021)
Kandasamy Illanko, Xavier Fernando
Predicting Health Outcome from Purchasing History Using Machine Learning. ICC (2021)
Md. Nooruzzaman, Xavier Fernando
Hyperscale Data Center Networks with Transparent HyperX Architecture. IEEE Commun. Mag. 59 (6) (2021)