27 citations · 28 across the 3 of their papers we have counts for
4 papers
Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and Opportunities
Murat Temiz, Yongwei Zhang, Yanwei Fu +4
This article comprehensively reviews recent developments and research on deep learning-based (DL-based) techniques for integrated sensing and communication (ISAC) systems. ISAC, wh…
Affine Frequency Division Multiplexing with Subcarrier Power-Level Index Modulation for Integrated Sensing and Communications
Murat Temiz, Christos Masouros
This study proposes an index modulation (IM) technique for affine frequency division multiplexing (AFDM) signals and examines its communication and sensing performance toward integ…
Electromagnetic Simulations of Antennas on GPUs for Machine Learning Applications
Murat Temiz, Vemund Bakken
This study proposes an antenna simulation framework powered by graphics processing units (GPUs) based on an open-source electromagnetic (EM) simulation software (gprMax) for machin…
Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC
Lai Jiang, Kaitao Meng, Murat Temiz +2
We propose two cooperative beamforming frameworks based on federated learning (FL) for multi-cell integrated sensing and communications (ISAC) systems. Our objective is to address…