Zilverling

prof.dr.ir. M.J.G. Bekooij (Marco)

Full Professor
EEMCS-CS-CAES
Zilverling 5031
m.j.g.bekooij@utwente.nl
+31534893717
Business card

Expertise

  • Computer Science

    • Models
    • Neural Network
    • Algorithms
    • direction-of-arrival
    • Control
    • Design
    • maximum-likelihood
    • Application

Organisations

Ancillary activities

  • NXP semiconductorsResearch scientist at NXP semiconductors

Publications

2025

Methods for selective sweep detection using convolutional neural networks (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Zhao, H.https://doi.org/10.3990/1.9789036569484Applications of neural networks for FMCW automotive radars: Techniques for improving detection and DoA estimation (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Lima de Oliveira, M. L.https://doi.org/10.3990/1.9789036566018

2024

Optimizing PointNet++ and DBSCAN for Object Detection in Automotive Radar Point Clouds (2024)In 2024 21st European Radar Conference, EuRAD 2024 (pp. 39-42). IEEE. Fatseas, K., Bekooij, M. J. G. & Sanberg, W. P.https://doi.org/10.23919/EuRAD61604.2024.10734887

2023

Fusion Model Using a Neural Network and MLE for a Single Snapshot DOA Estimation with Imperfection Mitigation (2023)In 2023 IEEE International Radar Conference, RADAR 2023 (Proceedings of the IEEE Radar Conference (RADAR); Vol. 2023). IEEE. Lima de Oliveira, M. L. & Bekooij, M. J. G.https://doi.org/10.1109/RADAR54928.2023.10371066Software Implementation and Performance of a Computational Complexity Reduced Belief Propagation Polar Code Decoder (2023)In 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE. Van Den Brink, A. B., Meteer, O. & Bekooij, M. J. G.https://doi.org/10.1109/ICECCME57830.2023.10253123Association of Camera and Radar Detections Using Neural Networks (2023)In RadarConf23 - 2023 IEEE Radar Conference, Proceedings (Proceedings of the IEEE Radar Conference; Vol. 2023-May). IEEE. Fatseas, K. & Bekooij, M. J. G.https://doi.org/10.1109/RadarConf2351548.2023.10149729Energy-Efficient Radix-4 Belief Propagation Polar Code Decoding Using an Efficient Sign-Magnitude Adder and Clock Gating (2023)In 2022 25th Euromicro Conference on Digital System Design, DSD 2022 (pp. 126-133). IEEE. Meteer, O., Van Den Brink, A. & Bekooij, M. J. G.https://doi.org/10.1109/DSD57027.2022.00026

2022

ResNet Applied for a Single-Snapshot DOA Estimation (2022)In 2022 IEEE Radar Conference (RadarConf22). Lima de Oliveira, M. L. & Bekooij, M. J. G.https://doi.org/10.1109/RadarConf2248738.2022.9763905Deep-MLE: Fusion between a Neural Network and MLE for a Single Snapshot DOA Estimation (2022)In ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 3673-3677). IEEE. Lima de Oliveira, M. L. & Bekooij, M. J. G.https://doi.org/10.1109/ICASSP43922.2022.9747692An Optimal Variable-Latency Architecture for Deterministic Approaches to Stochastic Computing with Unary Bit Stream Preserving Properties (2022)In 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC): Proceedings (pp. 55-62). Article 9689518. IEEE. Meteer, O. & Bekooij, M. J. G.

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 5031
Hallenweg 19
7522 NH Enschede
Netherlands

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