4 papers
Multi-Tag Collision Recovery in UHF-RFID Using Self-Attention Decoding
Talha Akyildiz, Siva Aditya Gooty, Hessam Mahdavifar +1
Passive ultra high frequency (UHF) radio frequency identification (RFID) enables battery-free tags to communicate with a reader through backscatter. When multiple tags respond in t…
Cost-Aware Neural Early Stopping for Local Constraint OSD Decoders
Talha Akyildiz, Hessam Mahdavifar
Local constraint ordered statistics decoding (LC-OSD) provides strong soft decision performance for short block length linear codes, but its practical cost is dominated by the numb…
Deep Reinforcement Learning-Aided Strategies for Big Data Offloading in Vehicular Networks
Talha Akyildiz, Hessam Mahdavifar
We consider vehicular networking scenarios where existing vehicle-to-vehicle (V2V) links can be leveraged for an effective uploading of large-size data to the network. In particula…
Deep Learning-Enabled Multi-Tag Detection in Ambient Backscatter Communications
Talha Akyildiz, Hessam Mahdavifar
Ambient backscatter communication (AmBC) enables battery-free connectivity by letting passive tags modulate existing RF signals, but reliable detection of multiple tags is challeng…