51 citations · 51 across the 5 of their papers we have counts for
3 papers · 1 filter
Machine learning empowered Modulation detection for OFDM-based signals
Ali Pourranjbar, Georges Kaddoum, Verdier Assoume Mba +2
We propose a blind ML-based modulation detection for OFDM-based technologies. Unlike previous works that assume an ideal environment with precise knowledge of subcarrier count and…
Recurrent Neural Network-based Anti-jamming Framework for Defense Against Multiple Jamming Policies
Ali Pourranjbar, Georges Kaddoum, Walid Saad
Conventional anti-jamming methods mainly focus on preventing single jammer attacks with an invariant jamming policy or jamming attacks from multiple jammers with similar jamming po…
Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks
Ali Pourranjbar, Georges Kaddoum, Aidin Ferdowsi +1
Conventional anti-jamming method mostly rely on frequency hopping to hide or escape from jammer. These approaches are not efficient in terms of bandwidth usage and can also result…