4 papers
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…
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…
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…
An LLM Maturity Model for Reliable and Transparent Text-to-Query
Lei Yu, Abir Ray
Recognizing the imperative to address the reliability and transparency issues of Large Language Models (LLM), this work proposes an LLM maturity model tailored for text-to-query ap…