Poonam Lohan

According to our database, Poonam Lohan authored at least 20 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci

IEEE Internet Things Mag., July, 2025

LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning.

Parisa Fard Moshiri, Xinyu Zhu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, July, 2025

Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity.

Xuli Cai, Poonam Lohan, Burak Kantarci

CoRR, March, 2025

Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy

CoRR, February, 2025

Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.

Parisa Fard Moshiri, Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, February, 2025

2024

Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

IEEE Netw. Lett., September, 2024

From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation.

Poonam Lohan, Burak Kantarci, Mohamed Amine Ferrag, Norbert Tihanyi, Yi Shi

IEEE Open J. Commun. Soc., 2024

Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

A Novel Joint DRL-Based Utility Optimization for UAV Data Services.

Xuli Cai, Poonam Lohan, Burak Kantarci

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

Actor-Critic Deep Reinforcement Learning for 3D UAV Base Station Positioning and Delay Reduction.

Oliver Benning, Poonam Lohan, Burak Kantarci

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

Proceedings of the 2024 IEEE Global Communications Conference, 2024

All Predict Cost Efficient Decides: A New Cost-Centric Ensemble Learning Method for Network Intrusions Detection.

Zhiyan Chen, Murat Simsek, Poonam Lohan, Burak Kantarci, Petar Djukic

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2022

Secrecy-aware UAV position-aided jamming for practical eavesdropper localization models.

Poonam Lohan, Deepak Mishra, Jeffery Nguyen, Vrinda Gupta

Veh. Commun., 2022

2021

Optimal Coverage-Aware Hovering UAV Height.

Poonam Lohan, Deepak Mishra, Neena Gupta

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2021

2020

Utility-Aware Optimal Resource Allocation Protocol for UAV-Assisted Small Cells With Heterogeneous Coverage Demands.

Poonam Lohan, Deepak Mishra

IEEE Trans. Wirel. Commun., 2020

2019

Social Welfare Maximization in Two-Tier Heterogeneous Cellular Networks.

Poonam Lohan, Jun-Bae Seo, Swades De

IEEE Commun. Lett., 2019

Utility-Fair Wireless Resource Allocation for Heterogeneous Users.

Poonam Lohan, Jun-Bae Seo, Swades De

Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Coverage-Constrained Utility Maximization of UAV.

Deepak Mishra, Poonam Lohan, L. Nirmala Devi

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2016

Pricing in Small Cell Deployment.

Jun-Bae Seo, Poonam Lohan

IEEE Commun. Lett., 2016