Article-Journal

Helix: A RAN Slicing Based Scheduling Framework for Massive MIMO Networks

Helix is a RAN-slicing-aware scheduler for massive MIMO that jointly meets per-slice SLOs and PHY-layer constraints, evaluated on a software-defined massive MIMO testbed.

qing-an

• Nov 25, 2024 • 1 min read

Massive MIMO

A Deep Reinforcement Learning-Based Resource Scheduler for Massive MIMO Networks

A DRL-based scheduler that learns to jointly allocate users and power in massive MIMO networks, outperforming conventional schedulers under realistic channel models.

qing-an

• Sep 15, 2023 • 1 min read

Massive MIMO

Annealed Langevin Dynamics for Massive MIMO Detection

A massive MIMO detector based on annealed Langevin dynamics that approaches ML accuracy at much lower complexity than sphere decoding.

nicolas-zilberstein

• Jun 1, 2022 • 1 min read

No results found

Article-Journal

Helix: A RAN Slicing Based Scheduling Framework for Massive MIMO Networks

A Deep Reinforcement Learning-Based Resource Scheduler for Massive MIMO Networks

Annealed Langevin Dynamics for Massive MIMO Detection