Search Results for author: Abubakar Sani Ali

Found 2 papers, 1 papers with code

A Novel Approach to WaveNet Architecture for RF Signal Separation with Learnable Dilation and Data Augmentation

no code implementations8 Feb 2024 Yu Tian, Ahmed Alhammadi, Abdullah Quran, Abubakar Sani Ali

In this paper, we address the intricate issue of RF signal separation by presenting a novel adaptation of the WaveNet architecture that introduces learnable dilation parameters, significantly enhancing signal separation in dense RF spectrums.

Data Augmentation

Defeating Proactive Jammers Using Deep Reinforcement Learning for Resource-Constrained IoT Networks

1 code implementation13 Jul 2023 Abubakar Sani Ali, Shimaa Naser, Sami Muhaidat

However, their robustness against the growing complexity of internet-of-thing (IoT) networks and diverse jamming attacks is still limited.

reinforcement-learning

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