Portrait of Okyanus Oral

Okyanus Oral

I am a Ph.D. student in the Signal Processing Applications for Communications and Radar (SPARC) research group at the University of Luxembourg - SnT, under the supervision of Prof. Dr. Bhavani Shankar. My research focuses on signal processing for radar-based computational sensing and imaging, with particular interest in fast, memory-efficient algorithms and physics-informed deep learning methods.

News

Publications

Fast Sparsity-Based 3D Near-Field MIMO Imaging Using b-SAGA with a Batch Size Selection Strategy

, T. Feuillen, A. Murtada, B. Shankar · IEEE RadarConf ·

Fast Regularized 3D Near-Field MIMO Imaging Using Stochastic Proximal Gradient Method

· international Symposium on Computational Sensing (ISCS) ·

Handheld SAR with Learning-Based Ego-Motion Estimation Using a Compact mmWave Sensor

, A. Murtada, T. Feuillen, B. Shankar · European Radar Conference (EuRAD) ·

Joint Optimization of Sparse MIMO Arrays and Imaging Methods

, F.S. Oktem · 33rd European Signal Processing Conference (EUSIPCO) ·

Plug-and-Play Regularization on Magnitude With Deep Priors for 3D Near-Field MIMO Imaging

, · IEEE Transactions on Computational Imaging ·

Efficient Physics-Based Learned Reconstruction Methods for Real-Time 3D Near-Field MIMO Radar Imaging

, , · Digital Signal Processing ·

Plug-and-Play Reconstruction with 3D Deep Prior for Complex-Valued Near-Field MIMO Imaging

, · 31st European Signal Processing Conference (EUSIPCO) ·

HPS-RL: Hyperparameter tuning for deep RL applications (HPS-RL) v1

, , · Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States) · 2022

Comparison of the Performance of K-Nearest Neighbours and Generalized Neural Network in Construction Crew Productivity Prediction

, , · Cukurova University Engineering Faculty Journal ·

Repositories