Impact of Spatial Correlation in MIMO Radar. - Aya Mostafa Ahmed; Aydin Sezgin; Eduard A. Jorswieck (ACSSC, 2019)

Supervised Learning Based Super Resolution DOA Estimation Utilizing Antenna Array Subsets. - Udaya Sampath K. Perera Miriya Thanthrige; Aya Mostafa Ahmed; Aydin Sezgin (CoRR, 2019)

Maximizing Information Extraction of Extended Radar Targets Through MIMO Beamforming. - Aya Mostafa Ahmed; Alaa Alameer; Daniel Erni; Aydin Sezgin (IEEE Geosci. Remote. Sens. Lett., 2019)

Supervised learning based super-resolution DoA estimation utilizing antenna array extrapolation. - Udaya Sampath K. Perera Miriya Thanthrige; Aya Mostafa Ahmed; Aydin Sezgin (VTC Spring, 2020)

OAM Mode Order Conversion and Clutter Rejection With OAM-Coded RFID Tags. - Mohamed Haj Hassan; Benedikt Sievert; Jan Taro Svejda; Ali Alhaj Abbas; Alejandro Jiménez-Sáez; Aya Mostafa Ahmed; Martin Schüßler; Andreas Rennings; Klaus Solbach; Thomas Kaiser 001; Rolf Jakoby; Aydin Sezgin; et al. (IEEE Access, 2020)

Deep Autoencoders for DOA Estimation of Coherent Sources using Imperfect Antenna Array. - Aya Mostafa Ahmed; Omar Eissa; Aydin Sezgin (CoRR, 2020)

Reinforcement Learning based Beamforming for Massive MIMO Radar Multi-target Detection. - Aya Mostafa Ahmed; Alaa Alameer Ahmad; Stefano Fortunati; Aydin Sezgin; Maria S. Greco; Fulvio Gini (CoRR, 2020)

Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays. - Aya Mostafa Ahmed; Udaya Sampath K. Perera Miriya Thanthrige; Aly El Gamal; Aydin Sezgin (CoRR, 2020)

Robust Reinforcement Learning-based Wald-type Detector for Massive MIMO Radar. - Aya Mostafa Ahmed; Stefano Fortunati; Aydin Sezgin; Maria S. Greco; Fulvio Gini (EUSIPCO, 2021)

Ris-Aided mmWave MIMO Radar System for Adaptive Multi-Target Localization. - Emrah Cisija; Aya Mostafa Ahmed; Aydin Sezgin; Henk Wymeersch (SSP, 2021)

Beam Divergence Reduction of Vortex Waves With a Tailored Lens and a Tailored Reflector. - Mohamed Haj Hassan; Benedikt Sievert; Jan Taro Svejda; Aya Mostafa Ahmed; Jan Barowski; Andreas Rennings; Ilona Rolfes; Aydin Sezgin; Daniel Erni (IEEE Access, 2021)

Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays. - Aya Mostafa Ahmed; Udaya Sampath K. Perera Miriya Thanthrige; Aly El Gamal; Aydin Sezgin (IEEE Commun. Lett., 2021)

A Reinforcement Learning Based Approach for Multitarget Detection in Massive MIMO Radar. - Aya Mostafa Ahmed; Alaa Alameer Ahmad; Stefano Fortunati; Aydin Sezgin; Maria Sabrina Greco; Fulvio Gini (IEEE Trans. Aerosp. Electron. Syst., 2021)

Resilient Sparse Array Radar with the Aid of Deep Learning. - Aya Mostafa Ahmed; Udaya Sampath K. Perera Miriya Thanthrige; Aydin Sezgin; Fulvio Gini (VTC2023-Spring, 2023)

Robust waveform design for MIMO radar from information theoretic and machine learning principles - Aya Mostafa Ahmed (2023)

Towards Smarter Sensing: 2D Clutter Mitigation in RL-Driven Cognitive MIMO Radar. - Adam Umra; Aya Mostafa Ahmed; Aydin Sezgin (EuCNC/6G Summit, 2025)