Prof.dr.ir. M.J.G. Bekooij | People Pages: Find employees & contact details | University of Twente

Expertise

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

Organisations

Publications

2025

Applications 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.Enhanced Loop-weakened Belief Propagation Algorithm for Performance Enhanced Polar Code Decoders (2022)In 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings (pp. 299-304). IEEE. Van Den Brink, A. B. & Bekooij, M. J. G.https://ieeexplore.ieee.org/document/9689661

Research profiles

Courses academic year 2025/2026

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2024/2025

Courses academic year 2023/2024

Address

University of Twente

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

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