139 citations · 509 across the 82 of their papers we have counts for
8 papers · 1 filter
When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization
Yalin E. Sagduyu, Tugba Erpek
Semantic communication (SemCom) with learned encoder-decoder architectures enables end-to-end learning of compact task-oriented representations optimized for the wireless channel,…
Timely NextG Communications with Decoy Assistance against Deep Learning-based Jamming
Maice Costa, Yalin E. Sagduyu
We consider the transfer of time-sensitive information in next-generation (NextG) communication systems in the presence of a deep learning based eavesdropper capable of jamming det…
Timeliness in NextG Spectrum Sharing under Jamming Attacks with Deep Learning
Maice Costa, Yalin E. Sagduyu
We consider the communication of time-sensitive information in NextG spectrum sharing where a deep learning-based classifier is used to identify transmission attempts. While the tr…
Age of Information in Deep Learning-Driven Task-Oriented Communications
Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
This paper studies the notion of age in task-oriented communications that aims to execute a task at a receiver utilizing the data at its transmitter. The transmitter-receiver opera…
End-to-End Autoencoder Communications with Optimized Interference Suppression
Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu
An end-to-end communications system based on Orthogonal Frequency Division Multiplexing (OFDM) is modeled as an autoencoder (AE) for which the transmitter (coding and modulation) a…
Deep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction
Nof Abuzainab, Muhammad Alrabeiah, Ahmed Alkhateeb +1
We consider the problem of proactive handoff and beam selection in Terahertz (THz) drone communication networks assisted with reconfigurable intelligent surfaces (RIS). Drones have…
Robust Improvement of the Age of Information by Adaptive Packet Coding
Maice Costa, Yalin Sagduyu, Tugba Erpek +1
We consider a wireless communication network with an adaptive scheme to select the number of packets to be admitted and encoded for each transmission, and characterize the informat…
Interference Regime Enforcing Rate Maximization for Non-Orthogonal Multiple Access (NOMA)
Tugba Erpek, Sennur Ulukus, Yalin E. Sagduyu
An interference regime enforcing rate maximization scheme is proposed to maximize the achievable ergodic sum-rate of the parallel Gaussian interference channels by enforcing very s…