11 citations · 11 across the 3 of their papers we have counts for
3 papers
Coexistence analysis of Wi-Fi 6E and 5G NR-U in the 6 GHz band
Navid Keshtiarast, Marina Petrova
The ever-increasing demand for broadband and IoT wireless connectivity has recently urged the regulators around the world to start opening the 6 GHz spectrum for unlicensed use. Th…
Demo: Testing AI-driven MAC Learning in Autonomic Networks
Leonard Paeleke, Navid Keshtiarast, Paul Seehofer +4
6G networks will be highly dynamic, re-configurable, and resilient. To enable and support such features, employing AI has been suggested. Integrating AIin networks will likely requ…
Wireless MAC Protocol Synthesis and Optimization with Multi-Agent Distributed Reinforcement Learning
Navid Keshtiarast, Oliver Renaldi, Marina Petrova
In this letter, we propose a novel Multi-Agent Deep Reinforcement Learning (MADRL) framework for Medium Access Control (MAC) protocol design. Unlike centralized approaches, which r…