GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration

no code implementations • 11 Jul 2024 • Beni Ifland, Elad Duani, Rubin Krief, Miro Ohana, Aviram Zilberman, Andres Murillo, Ofir Manor, Ortal Lavi, Hikichi Kenji, Asaf Shabtai, Yuval Elovici, Rami Puzis

Communication network engineering in enterprise environments is traditionally a complex, time-consuming, and error-prone manual process.

Language Modelling Large Language Model

AI-Empowered Hybrid MIMO Beamforming

no code implementations • 3 Mar 2023 • Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku Juntti

We discuss the architectural constraints and characterize the core challenges associated with hybrid beamforming optimization.

Learn to Rapidly and Robustly Optimize Hybrid Precoding

1 code implementation • 1 Jan 2023 • Ortal Lavi, Nir Shlezinger

To cope with noisy CSI, we learn to optimize the minimal achievable sum-rate among all tolerable errors, proposing a robust hybrid precoding based on the projected conceptual mirror prox minimax optimizer.