Spreading Factor assisted LoRa Localization with Deep Reinforcement Learning

no code implementations • 23 May 2022 • Yaya Etiabi, Mohammed Jouhari, Andreas Burg, El Mehdi Amhoud

The obtained results show an improvement of 48. 10% in the localization accuracy compared to the baseline DNN model.

reinforcement-learning Reinforcement Learning (RL)

Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization

no code implementations • 23 May 2021 • Mohammed Jouhari, Abdulla Al-Ali, Emna Baccour, Amr Mohamed, Aiman Erbad, Mohsen Guizani, Mounir Hamdi

Unmanned Aerial Vehicles (UAVs) have attracted great interest in the last few years owing to their ability to cover large areas and access difficult and hazardous target zones, which is not the case of traditional systems relying on direct observations obtained from fixed cameras and sensors.

Decision Making