Poonam Lohan

39 papers B 4C 2Journal 26Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Generative Model-Guided Distributed DRL Framework for Scalable and Efficient SFC Orchestration in Future Network Architectures.
IEEE Trans. Netw. Sci. Eng.
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2026 J jnl
A Lightweight Digital-Twin-Based Framework for Edge-Assisted Vehicle Tracking and Collision Prediction.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2026 J jnl
Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers.
CoRR
Parisa Fard Moshiri, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2026 J jnl
Semantic Edge-Cloud Communication for Real-Time Urban Traffic Surveillance With ViT and LLMs Over Mobile Networks.
IEEE Trans. Netw. Sci. Eng.
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2026 J jnl
Spatiotemporal Semantic V2X Framework for Cooperative Collision Prediction.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2026 J jnl
Structure-Aware NL-to-SQL for SFC Provisioning via AST-Masking Empowered Language Models.
CoRR
Xinyu Zhu, Parisa Fard Moshiri, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 J jnl
FLARE: Flying Learning Agents for Resource Efficiency in Next-Gen UAV Networks.
CoRR
Xuli Cai, Poonam Lohan, Burak Kantarci
2025 J jnl
FLARE: Flying Learning Agents for Resource Efficiency in Next-Gen UAV Networks.
IEEE Netw. Lett.
Xuli Cai, Poonam Lohan, Burak Kantarci
2025 — conf
Genai Assistance for Deep Reinforcement Learning-Based VNF Placement and SFC Provisioning in 5G Cores.
ICC
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 C conf
Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.
ISCC
Parisa Fard Moshiri, Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 J jnl
Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.
CoRR
Parisa Fard Moshiri, Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 J jnl
Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci
2025 J jnl
Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles.
IEEE Internet Things Mag.
Murat Arda Onsu, Poonam Lohan, Burak Kantarci
2025 C conf
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring.
ISCC
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2025 J jnl
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2025 — conf
LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning.
NoF
Parisa Fard Moshiri, Xinyu Zhu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 J jnl
LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning.
CoRR
Parisa Fard Moshiri, Xinyu Zhu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 B conf
Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity.
PIMRC
Xuli Cai, Poonam Lohan, Burak Kantarci
2025 J jnl
Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity.
CoRR
Xuli Cai, Poonam Lohan, Burak Kantarci
2025 — conf
Scalability Assurance in SFC Provisioning via Distributed Design for Deep Reinforcement Learning.
ICC
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2025 J jnl
Semantic Edge-Cloud Communication for Real-Time Urban Traffic Surveillance with ViT and LLMs over Mobile Networks.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy
2024 B conf
A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions.
GLOBECOM
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian
2024 J jnl
A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian
2024 — conf
A Novel Joint DRL-Based Utility Optimization for UAV Data Services.
WF-IoT
Xuli Cai, Poonam Lohan, Burak Kantarci
2024 J jnl
A Novel Joint DRL-Based Utility Optimization for UAV Data Services.
CoRR
Xuli Cai, Poonam Lohan, Burak Kantarci
2024 — conf
Actor-Critic Deep Reinforcement Learning for 3D UAV Base Station Positioning and Delay Reduction.
WF-IoT
Oliver Benning, Poonam Lohan, Burak Kantarci
2024 B conf
All Predict Cost Efficient Decides: A New Cost-Centric Ensemble Learning Method for Network Intrusions Detection.
GLOBECOM
Zhiyan Chen, Murat Simsek, Poonam Lohan, Burak Kantarci, Petar Djukic
2024 J jnl
From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation.
IEEE Open J. Commun. Soc.
Poonam Lohan, Burak Kantarci, Mohamed Amine Ferrag, Norbert Tihanyi, Yi Shi
2024 J jnl
GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2024 J jnl
Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning.
CoRR
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz
2024 J jnl
Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning.
IEEE Netw. Lett.
Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian
2022 J jnl
Secrecy-aware UAV position-aided jamming for practical eavesdropper localization models.
Veh. Commun.
Poonam Lohan, Deepak Mishra, Jeffery Nguyen, Vrinda Gupta
2021 — conf
Optimal Coverage-Aware Hovering UAV Height.
ANTS
Poonam Lohan, Deepak Mishra, Neena Gupta
2020 J jnl
Utility-Aware Optimal Resource Allocation Protocol for UAV-Assisted Small Cells With Heterogeneous Coverage Demands.
IEEE Trans. Wirel. Commun.
Poonam Lohan, Deepak Mishra
2019 — conf
Coverage-Constrained Utility Maximization of UAV.
ICC
Deepak Mishra, Poonam Lohan, L. Nirmala Devi
2019 J jnl
Social Welfare Maximization in Two-Tier Heterogeneous Cellular Networks.
IEEE Commun. Lett.
Poonam Lohan, Jun-Bae Seo, Swades De
2019 J jnl
Utility-Aware Optimal Resource Allocation Protocol for UAV-Assisted Small Cells with Heterogeneous Coverage Demands.
CoRR
Poonam Lohan, Deepak Mishra
2019 B conf
Utility-Fair Wireless Resource Allocation for Heterogeneous Users.
PIMRC
Poonam Lohan, Jun-Bae Seo, Swades De
2016 J jnl
Pricing in Small Cell Deployment.
IEEE Commun. Lett.
Jun-Bae Seo, Poonam Lohan