Ignacio Roldan
Publications
- Constrained Infinitesimal Dipole Modeling Assisted Ensemble Prediction of Embedded Element Patterns via Machine Learning
Onat, Nehir Berk; Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander; Aslan, Yanki;
IEEE Transactions on Antennas and Propagation,
pp. 1-1, 2024. DOI: 10.1109/TAP.2024.3433515 - A Deep Automotive Radar Detector using the RaDelft Dataset
Roldan, Ignacio; Palffy, Andras; Kooij, Julian F. P.; Gavrila, Dariu M.; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Transactions on Radar Systems,
pp. 1-1, 2024. DOI: 10.1109/TRS.2024.3485578 - See Further Than CFAR: a Data-Driven Radar Detector Trained by Lidar
Roldan, Ignacio; Palffy, Andras; Kooij, Julian F. P.; Gavrila, Dariu M.; Fioranelli, Francesco; Yarovoy, Alexander;
In 2024 IEEE Radar Conference (RadarConf24),
pp. 1-6, 2024. DOI: 10.1109/RadarConf2458775.2024.10548426 - Sparse Array Placement for Bayesian Compressive Sensing Based Direction of Arrival Estimation
Lamberti, Lucas L.; Roldan, Ignacio; Yarovoy, Alexander; Fioranelli, Francesco;
In 2024 IEEE Radar Conference (RadarConf24),
pp. 1-6, 2024. DOI: 10.1109/RadarConf2458775.2024.10548658 - Dataset Dependency of Data-Driven ML Techniques in Pattern Prediction Under Mutual Coupling
Onat, N.B.; Roldan, I.; Fioranelli, F.; Yarovoy, A.; Aslan, Y.;
In 2024 4th URSI Atlantic Radio Science Meeting (AT-RASC),
pp. 1-4, 2024. DOI: 10.46620/URSIATRASC24/JMTA5770 - Self-Supervised Learning for Enhancing Angular Resolution in Automotive MIMO Radars
Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Transactions on Vehicular Technology,
pp. 1-10, 2023. DOI: 10.1109/TVT.2023.3269199 - Total Variation Compressive Sensing for 3D Shape Estimation in Short-Range Imaging Radars
Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Transactions on Radar Systems,
Volume 1, pp. 583-592, 2023. DOI: 10.1109/TRS.2023.3322630 - Efficient Embedded Element Pattern Prediction via Machine Learning: A Case Study with Planar Non-Uniform Sub-Arrays
Onat, Nehir Berk; Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander; Aslan, Yanki;
In 2023 17th European Conference on Antennas and Propagation (EuCAP),
pp. 1-5, 2023. DOI: 10.23919/EuCAP57121.2023.10133770 - Low Complexity Single-Snapshot DoA Estimation via Bayesian Compressive Sensing
Roldan, Ignacio; Lamberti, Lucas; Fioranelli, Francesco; Yarovoy, Alexander;
In 2023 IEEE Radar Conference (RadarConf23),
pp. 1-6, 2023. DOI: 10.1109/RadarConf2351548.2023.10149589 - Benchmarking classification algorithms for radar-based human activity recognition.
Fioranelli, Francesco; Zhu, Simin; Roldan, Ignacio;
IEEE Aerospace and Electronic Systems Magazine,
pp. 1-4, 2022. DOI: 10.1109/MAES.2022.3216262 - Enhancing Angular Resolution Using Neural Networks in Automotive Radars
Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander;
In 2021 18th European Radar Conference (EuRAD),
pp. 58-61, 2022. DOI: 10.23919/EuRAD50154.2022.9784559 - Total Variation Compressive Sensing for Extended Targets in MIMO Radar
Roldan, Ignacio; Fioranelli, Francesco; Yarovoy, Alexander;
In 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM),
pp. 61-65, 2022. DOI: 10.1109/SAM53842.2022.9827822 - DopplerNet: a convolutional neural network for recognising targets in real scenarios using a persistent range–Doppler radar
I. Roldan; C. R. del-Blanco; Á. Duque de Quevedo; F. Ibañez Urzaiz; J. Gismero Menoyo; A. Asensio López; D. Berjón; F. Jaureguizar; N. García;
IET Radar, Sonar Navigation,
Volume 14, Issue 4, pp. 593-600, 2020. DOI: 10.1049/iet-rsn.2019.0307