Microwave Sensing, Signals and Systems
Department of Microelectronics

MSc Simin Zhu

PhD student
Microwave Sensing, Signals and Systems (MS3), Department of Microelectronics

Expertise: Radar signal processing, machine learning with applications to human activity recognition.

Themes: Distributed sensor systems, Radar for Remote Sensing and Targets Characterization, Radar technology

Biography

Simin Zhu received his BSc degree in Electrical Engineering and Automation from the Central South University in 2016. Afterward, he worked for 1.5 years as a hardware engineer at Huawei Technology Co. Ltd. In 2019, Simin started his master's study at Delft University of Technology (TU Delft). During his master's program, he specialized in radar signal processing and machine learning. In November of 2021, he completed his master's thesis and graduated from the Microwave Sensing, Signals and Systems (MS3) group at TU Delft. In December 2021, he continued his research in the MS3 group as a Ph.D. candidate.

AI for SLAM & Tracking techniques in automotive radar

  1. Hierarchical Architecture and Feature Mixing for Ego-Motion Estimation using Automotive Radar
    Zhu, Simin; Fioranelli, Francesco; Yarovoy, Alexander; Ravindran, Satish; Chen, Lihui;
    In ICMIM 2024; 7th IEEE MTT Conference,
    pp. 99-102, 2024.

  2. DeepEgo: Deep Instantaneous Ego-motion Estimation using Automotive Radar
    Zhu, Simin; Yarovoy, Alexander; Fioranelli, Francesco;
    IEEE Transactions on Radar Systems,
    pp. 1-1, 2023. DOI: 10.1109/TRS.2023.3288241

  3. 3-D Ego-motion Estimation using Multi-channel FMCW Radar
    Yuan, Sen; Zhu, Simin; Fioranelli, Francesco; Yarovoy, Alexander;
    IEEE Transactions on Radar Systems,
    pp. 1-1, 2023. DOI: 10.1109/TRS.2023.3299180

  4. Radar-only Instantaneous Ego-motion Estimation Using Neural Networks
    Zhu, Simin; Fioranelli, Francesco; Yarovoy, Alexander;
    In 2023 20th European Radar Conference (EuRAD),
    pp. 201-204, 2023. DOI: 10.23919/EuRAD58043.2023.10289411

  5. Continuous Human Activity Recognition With Distributed Radar Sensor Networks and CNN–RNN Architectures
    Zhu, Simin; Guendel, Ronny Gerhard; Yarovoy, Alexander; Fioranelli, Francesco;
    IEEE Transactions on Geoscience and Remote Sensing,
    Volume 60, pp. 1-15, 2022. DOI: 10.1109/TGRS.2022.3189746

  6. 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

BibTeX support

Last updated: 29 Oct 2024

Simin Zhu

MSc students