3 papers
cs.NI2025
Scalable Spectrum Availability Prediction using a Markov Chain Framework and ITU-R Propagation Models
Abir Ray
Spectrum resources are often underutilized across time and space, motivating dynamic spectrum access strategies that allow secondary users to exploit unused frequencies. A key chal…
cs.LG2025
EdgeAgentX-DT: Integrating Digital Twins and Generative AI for Resilient Edge Intelligence in Tactical Networks
Abir Ray
We introduce EdgeAgentX-DT, an advanced extension of the EdgeAgentX framework that integrates digital twin simulations and generative AI-driven scenario training to significantly e…
cs.AI2025
EdgeAgentX: A Novel Framework for Agentic AI at the Edge in Military Communication Networks
Abir Ray
This paper introduces EdgeAgentX, a novel framework integrating federated learning (FL), multi-agent reinforcement learning (MARL), and adversarial defense mechanisms, tailored for…