From the 1 of 15 linked papers with an AI index.
15 papers
From Metric to Mechanism: Designing Wireless Resilience through Finite Blocklength Dynamics
Kevin Weinberger, Aydin Sezgin, Mehdi Bennis
The paper proposes a cross‑layer framework that treats transmission duration as a controllable resource in finite‑blocklength regimes to improve resilience of ultra‑reliable low‑la…
Communication-Aware and Safety-Aware UAV Control via Predictive Latent Models
Hamid Shiri, Mehdi Bennis
This article presents a communication-aware and risk-aware predictive latent control (CRPL) framework for unmanned aerial vehicle (UAV) systems operating under partial observabilit…
Physical-AI: From Channel Awareness to Environmental Intelligence in 6G Wireless Networks
Farooque Hassan Kumbhar, Kapal Dev, Sunder Ali Khowaja +3
Conventional wireless networks rely on instantaneous channel state information (CSI) and react to channel variations without explicitly modeling the physical environment, limiting…
Accelerated Recovery with RIS: Designing Wireless Resilience in Mission-Critical Environments
Kevin Weinberger, Robert-Jeron Reifert, Aydin Sezgin +1
As 6G and beyond redefine connectivity, wireless networks become the foundation of critical operations, making resilience more essential than ever. With this shift, wireless system…
Active Inference-Enabled Agentic Closed-Loop ISAC with Long-Horizon Planning
Guangjin Pan, Zhuojun Tian, Mehdi Bennis +1
Wireless agentic systems enable agents to autonomously perceive, reason, and act. However, existing works neglect the tight coupling between sensing and control in closed-loop inte…
Equivariant Multi-agent Reinforcement Learning for Multimodal Vehicle-to-Infrastructure Systems
Charbel Bou Chaaya, Mehdi Bennis
In this paper, we study a vehicle-to-infrastructure (V2I) system where distributed base stations (BSs) acting as road-side units (RSUs) collect multimodal (wireless and visual) dat…