2 citations · 4 across the 12 of their papers we have counts for
4 papers · 1 filter
Centralized and Decentralized ML-Enabled Integrated Terrestrial and Non-Terrestrial Networks
Mehmet Ali Aygul, Halise Turkmen, Mehmet Izzet Saglam +2
Non-terrestrial networks (NTNs) are a critical enabler of the persistent connectivity vision of sixth-generation networks, as they can service areas where terrestrial infrastructur…
Identification of Distorted RF Components via Deep Multi-Task Learning
Mehmet Ali Aygul, Ebubekir Memisoglu, Hakan Ali Cirpan +1
High-quality radio frequency (RF) components are imperative for efficient wireless communication. However, these components can degrade over time and need to be identified so that…
Deep Convolutional Learning-Aided Detector for Generalized Frequency Division Multiplexing with Index Modulation
Merve Turhan, Ersin Öztürk, Hakan Ali Çırpan
In this paper, a deep convolutional neural network-based symbol detection and demodulation is proposed for generalized frequency division multiplexing with index modulation (GFDM-I…
Deep Learning-Aided Spatial Multiplexing with Index Modulation
Merve Turhan, Ersin Ozturk, Hakan Ali Cirpan
In this paper, deep learning (DL)-aided data detection of spatial multiplexing (SMX) multiple-input multiple-output (MIMO) transmission with index modulation (IM) (Deep-SMX-IM) has…