Microwave Sensing, Signals and Systems
Department of Microelectronics

Ignacio Roldan

Publications

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

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