Search Results for author: Insaf Ismath

Found 2 papers, 0 papers with code

Deep Contextual Bandits for Fast Neighbor-Aided Initial Access in mmWave Cell-Free Networks

no code implementations17 Mar 2021 Insaf Ismath, Samad Ali, Nandana Rajatheva, Matti Latva-aho

Access points (APs) in millimeter-wave (mmWave) and sub-THz-based user-centric (UC) networks will have sleep mode functionality.

Multi-Armed Bandits

Deep Contextual Bandits for Fast Initial Access in mmWave Based User-Centric Ultra-Dense Networks

no code implementations15 Sep 2020 Insaf Ismath, K. B. Shashika Manosha, Samad Ali, Nandana Rajatheva, Matti Latva-aho

In this paper, we propose a novel deep contextual bandit (DCB) based approach to perform fast and efficient IA in mmWave based UC UD networks.

Management Multi-Armed Bandits

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