Junho Kweon
Signal Processing & Machine Learning Engineer | Enhancing MIMO Radar and Wireless Communication (PHY Layer)
- Role
- Signal Processing and Machine Learning Engineer at Vectorwave
- Location
- State College, PA, US
- LinkedIn followers
- 500 followers
About Junho Kweon
Ph.D. in Electrical Engineering (Penn State, May 2025) specializing in MIMO Radar System Optimization and Wireless Communications. My doctoral research focused on developing model-based deep learning and iterative optimization algorithms for MIMO radar transmit waveform and receiver filter design, including contributions to ghost target identification in automotive radar. My expertise centers on maximizing system performance and minimizing cost under real-world constraints.I am driven to create light-weight, robust, and fast algorithms for real-time processing in compact sensing and communication systems.Side project experience in microgrid stability algorithms further showcases my optimization expertise.
Experience
Signal Processing and Machine Learning Engineer
Sep 2025 — Present
RF System Modeling: Developed physics-based RF system digital twins to enhance simulation fidelity for spectrum sharing- Asynchronous Signal Processing: Designed training methodologies to handle timing synchronization and asynchronous reception in RF signals- Digital Twin Simulation: Built simulations for AI-based spectrum sharing using 3GPP-compliant LTE/5G datasets- Workflow Automation: Optimized large-scale parameter sweeps on remote Linux clusters using automated Papermill and notification scripts- Data-Driven Analysis: Investigated the impact of RF signal quality and data scaling on neural network performance.
Education
Penn State University
Doctor of Philosophy - PhD, Electrical and Electronics Engineering
Hanyang University
Bachelor of Science - BS, Electrical Engineering
Korea Advanced Institute of Science and Technology
Master of Science - MS, Electrical Engineering
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