Poonam Lohan

Orcid: 0000-0002-0379-2125

According to our database1, Poonam Lohan authored at least 29 papers between 2016 and 2026.

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Bibliography

2026
A Lightweight Digital-Twin-Based Framework for Edge-Assisted Vehicle Tracking and Collision Prediction.
CoRR, March, 2026

Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers.
CoRR, January, 2026

Structure-Aware NL-to-SQL for SFC Provisioning via AST-Masking Empowered Language Models.
CoRR, January, 2026

Spatiotemporal Semantic V2X Framework for Cooperative Collision Prediction.
CoRR, January, 2026

Semantic Edge-Cloud Communication for Real-Time Urban Traffic Surveillance With ViT and LLMs Over Mobile Networks.
IEEE Trans. Netw. Sci. Eng., 2026

A Generative Model-Guided Distributed DRL Framework for Scalable and Efficient SFC Orchestration in Future Network Architectures.
IEEE Trans. Netw. Sci. Eng., 2026

2025
FLARE: Flying Learning Agents for Resource Efficiency in Next-Gen UAV Networks.
IEEE Netw. Lett., December, 2025

Urban Mobility Research Dataset, Video Records (Generated with the Quanser Interactive Lab).
Dataset, October, 2025

Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles.
IEEE Internet Things Mag., July, 2025

Urban Mobility Research Dataset (Generated with the Quanser Interactive Lab).
Dataset, April, 2025

Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity.
Proceedings of the 36th IEEE International Symposium on Personal, 2025

LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning.
Proceedings of the 16th International Conference on Network of the Future, 2025

Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring.
Proceedings of the IEEE Symposium on Computers and Communications, 2025

Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.
Proceedings of the IEEE Symposium on Computers and Communications, 2025

Genai Assistance for Deep Reinforcement Learning-Based VNF Placement and SFC Provisioning in 5G Cores.
Proceedings of the IEEE International Conference on Communications, 2025

Scalability Assurance in SFC Provisioning via Distributed Design for Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2025

2024
Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning.
IEEE Netw. Lett., September, 2024

From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation.
IEEE Open J. Commun. Soc., 2024

A Novel Joint DRL-Based Utility Optimization for UAV Data Services.
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.
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.
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.
Proceedings of the 2024 IEEE Global Communications Conference, 2024

2022
Secrecy-aware UAV position-aided jamming for practical eavesdropper localization models.
Veh. Commun., 2022

2021
Optimal Coverage-Aware Hovering UAV Height.
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.
IEEE Trans. Wirel. Commun., 2020

2019
Social Welfare Maximization in Two-Tier Heterogeneous Cellular Networks.
IEEE Commun. Lett., 2019

Utility-Fair Wireless Resource Allocation for Heterogeneous Users.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

Coverage-Constrained Utility Maximization of UAV.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2016
Pricing in Small Cell Deployment.
IEEE Commun. Lett., 2016


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