Old Research Page
Published:
To be complete!
I migrated this page from my old websites. I will slowly update and fix it.
Projects
Below are some of the research/personal projects I have worked on, focusing on FPGA design, signal processing, communication systems, machine learning, and embedded systems.
Ongoing Projects
Real-Time RF Spectrum Monitoring for Drone Detection
- Description: This project involves implementing algorithms to detect the presence of signals characteristic of communications used to control unmanned aerial vehicles or drones.
- Supervisor: Dr. John Shea and Dr. Tan Wong at Wireless Information Networking Group (WING) at the University of Florida
Completed Projects
ARLO automonous drone
- Description: This project involves implementing and testing FPGA on ARLO.
- Supervisor: Dr. Christophe Bobda at Smart Systems Lab (SSL) at the University of Florida
Multi-view 2d boundary extraction
- Description: This project involves developing and implementing a 3D object-tracking camera system using Python and OpenCV within the lab’s testing space. I have also enhanced FFmpeg-based video streaming performance by 30% through CUDA hardware acceleration.
- Supervisor: Dr. Christophe Bobda at Smart Systems Lab (SSL) at the University of Florida
FPGA-based Pong Game
- Description: This project involved designing and implementing a Pong game and VGA output using VHDL and implement it on FPGA.
American Sign Language Classifier
- Description: In this project, my teammate and I have developed a convolutional neural network (CNN) to classify American Sign Language (ASL) hand gestures.
Circuit Analysis Tool
- Description: Developed a C++ tool for circuit analysis, calculating currents, voltage potentials, and drops from netlist data.
- Outcome: Improved efficiency by 20% using dynamic programming, optimizing performance for complex circuits.
Technology Mapping
- Description: Designed and implemented a C++ program to transform logical expressions into optimized NAND-NOT trees, calculating the minimal cost of the resulting structures.
- Outcome: Enhanced efficiency by 15% through dynamic programming
Open Project Space (OPS)
- Description: Designed and implemented multiple projects related to circuits, signals, communication systems, and programming, like a small project on Red-Light Green Light. Led a team of 3 to complete multiple projects like Distant sensor and Red-Light Green Light.
Publications
- Undergraduate Honor Thesis (RF-Based Drone Detection Using RFSoC and SDR: Analysis and Automation Foundations)
Read Paper
Future Directions
I plan to continue advancing my research and studies in information theory, communication systems, machine learning, digital design, and more.
For more information, feel free to explore my CV or Contact page.
