Siyang Cao

Interests

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Courses

Scholarly Contributions

Chapters

• Cao, S. (2022). Chapter 5 - Radar Tracking and Sensor Fusion. In Modern Radar for Automotive Applications (Radar, Sonar and Navigation). Scitech Publishing.

Journals/Publications

• Cao, S. (2022). Automatic Radar-Camera Dataset Generation for Sensor-Fusion Applications. IEEE Robotics and Automation Letters.
• Cao, S. (2022). mmFall: Fall Detection Using 4-D mmWave Radar and a Hybrid Variational RNN AutoEncoder. IEEE Transactions on Automation Science and Engineering.
• Cao, S. (2022). mmPose-NLP: A Natural Language Processing Approach to Precise Skeletal Pose Estimation Using mmWave Radars. IEEE Transactions on Neural Networks and Learning Systems.
• Sengupta, A., Cheng, L., & Cao, S. (2022). Robust multiobject tracking using mmwave radar-camera sensor fusion. IEEE Sensors Letters, 6(10), 1--4.
• Madsen, N., & Cao, S. (2021). Modifications to Finite Difference Algorithm for Polynomial Phase Signal Parameter Estimation. IEEE Transactions on Aerospace and Electronic Systems, 58(1), 496--507.
• Sengupta, A., Jin, F., Zhang, R., & Cao, S. (2020). mm-Pose: Real-Time Human Skeletal Posture Estimation Using mmWave Radars and CNNs. IEEE Sensors Journal, 20(17), 10032-10044.
• Cao, S. (2019). Study on RSS/AOA hybrid localization in life detection in huge disaster situation. Natural Hazards.
• Jin, F., & Cao, S. (2019). Automotive Radar Interference Mitigation Using Adaptive Noise Canceller. IEEE Transactions on Vehicular Technology, 68(4), 3747--3754.
• Madsen, N., & Cao, S. (2020). Finite Difference Algorithm for Polynomial Phase Signal Parameter Estimation. IEEE Transactions on Aerospace and Electronic Systems, 56(1), 57-65. doi:10.1109/TAES.2019.2910981
• Zhang, R., & Cao, S. (2019). Extending Reliability of mmWave Radar Tracking and Detection via Fusion With Camera. IEEE Access, 7, 137065--137079.
• Cao, S., Brendel, D., Zheng, Y. F., & Ewing, R. L. (2018). Transform-Sensing Array Based on Wavelets. IEEE Transactions on Geoscience and Remote Sensing, 56(4), 2408--2423.
• Zhang, R., & Cao, S. (2019). Real-time human motion behavior detection via CNN using mmWave radar (Best Paper Award). IEEE Sensors Letters, 3(2), 1--4.
• Tang, S., Shu, X., Shen, S., Li, Z., & Cao, S. (2017). Study of Portable Infrastructure-free Cellphone Detector for Disaster Relief. Springer Natural Hazards, 86(1), 453-464.
• Zhang, R., & Cao, S. (2017). 3D Imaging Millimeter Wave Circular Synthetic Aperture Radar. MDPI Sensors, 17(6), 1419.1-1419.22.
• Ding, S., Cao, S., Zheng, Y. F., & Ewing, R. L. (2016). From Image Pair to a Computer Generated Hologram for a Real-world Scene. Applied Optics, 55(27), 7583-7592.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2015). A Wavelet-Packet-Based Radar Waveform for High Resolution in Range and Velocity Detection. IEEE Transactions on Geoscience and Remote Sensing, 53(1), 229-243.
• Cao, S., & Zheng, Y. F. (2014). Recent Developments in Radar Waveforms. Journal of Radars, 5(5), 603-621.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). Wavelet-Based Waveform for Effective Sidelobe Suppression in Radar Signal. IEEE Transactions on Aerospace and Electronic Systems, 50(1), 265-284.

Proceedings Publications

• Hu, S., Sengupta, A., & Cao, S. (2022). Stabilizing Skeletal Pose Estimation using mmWave Radar via Dynamic Model and Filtering. In IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).
• Jin, F., Sengupta, A., Cao, S., & Wu, Y. (2020). MmWave Radar Point Cloud Segmentation using GMM in Multimodal Traffic Monitoring. In 2020 IEEE International Radar Conference (RADAR).
• Sengupta, A., Jin, F., & Cao, S. (2020). NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach. In 2020 IEEE Radar Conference (RadarConf20).
• Sengupta, A., Jin, F., Cuevas, R. A., & Cao, S. (2020). A Review of Recent Advancements Including Machine Learning on Synthetic Aperture Radar using Millimeter-Wave Radar. In 2020 IEEE Radar Conference (RadarConf20).
• Jin, F., Zhang, R., Sengupta, A., Cao, S., Hariri, S., Agarwal, N. K., & Agarwal, S. K. (2019). Multiple patients behavior detection in real-time using mmwave radar and deep cnns. In 2019 IEEE Radar Conference (RadarConf).
• Sengupta, A., Jin, F., & Cao, S. (2019). A DNN-LSTM based Target Tracking Approach using mmWave Radar and Camera Sensor Fusion. In 2019 IEEE National Aerospace and Electronics Conference (NAECON).
• Zhang, R., & Cao, S. (2019). Non-Synchronized Integration using Multiple Radars via Least Squares Fitting. In 2019 IEEE National Aerospace and Electronics Conference (NAECON).
• Zhang, R., & Cao, S. (2019). Robust and Adaptive Radar Elliptical Density-Based Spatial Clustering and labeling for mmWave Radar Point Cloud Data. In 2019 53rd Asilomar Conference on Signals, Systems, and Computers.
• Cao, S., & Madsen, N. (2018). Slow-time waveform design for MIMO GMTI radar using CAZAC sequences. In 2018 IEEE Radar Conference (RadarConf18).
• Cao, S., & Zhang, X. (2018). Soil Moisture Estimation using Automotive Radar. In 2018 ASABE Annual International Meeting.
• Zhang, R., & Cao, S. (2018). Support vector machines for classification of automotive radar interference. In 2018 IEEE Radar Conference (RadarConf18).
• Zhang, R., & Cao, S. (2017). Compressed sensing for portable millimeter wave 3D imaging radar. In 2017 IEEE Radar Conference (RadarConf).
• Ding, S., Li, Y., Cao, S., Zheng, Y. F., & Ewing, R. L. (2016). From RGBD image to hologram. In 2016 IEEE National Aerospace and Electronics Conference (NAECON) and Ohio Innovation Summit (OIS).
• Cao, S. (2015, June). From Phased Array to Holographic Radar. In 2015 National Aerospace and Electronics Conference (NAECON).
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2015). From phased array to holographic radar. In 2015 National Aerospace and Electronics Conference (NAECON).
• Ding, S., Cao, S., Li, Y., Zheng, Y., & Ewing, R. L. (2015). Two viewing angles for holographies in radar and light. In 2015 National Aerospace and Electronics Conference (NAECON).
• Cao, S. (2014, June). Wavelet-Based Gaussian Waveform for Spotlight Synthetic Aperture Radar. In NAECON 2014 - IEEE National Aerospace and Electronics Conference.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). On the doppler effect to the wavelet-based radar waveform. In NAECON 2014 - IEEE National Aerospace and Electronics Conference.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). S-band radar based on Lyrtech Software Defined Radio. In NAECON 2014 - IEEE National Aerospace and Electronics Conference.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). Transform sensing of phased array radar. In 2014 IEEE Radar Conference.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). Wavelet-based radar waveform for moving targets detection. In 2014 IEEE Radar Conference.
• Sikdar, A., Cao, S., Zheng, Y. F., & Ewing, R. L. (2014). Radar depth association with vision detected vehicles on a highway. In 2014 IEEE Radar Conference.
• Cao, S., Zheng, Y. F., & Ewing, R. L. (2013). Wavelet-based radar waveform adaptable for different operation conditions. In 2013 European Radar Conference.
• Cao, S. (2011, July). Scaling Function Waveform for Effective Side-lobe Suppression in Radar Signal. In Proceedings of the 2011 IEEE National Aerospace and Electronics Conference (NAECON).