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projects
Low-Voltage Arc Detection and Sensor Placement
This project implemented arc classification algorithm, and optimal arc sensor placement algorithm in a grid.
Online Trainable Near-Field Communication (NFC) Reader
This project demonstrated ML-based digital data demodulation.
Accuracy and Resources Trade-off in Machine Learning Algorithms
This short-term project implemented approximation ML techniques for resource-constrained scenarios.
CLEAR: Counting and Location Estimate using Ambient Radio signals
This project implements novel high-resolution Radio-Frequency (RF) imaging in indoor environment to monitor untagged people or objects.
Respiratory Pattern Monitoring with RF Near-Field Coherent Sensing (NCS)
This project implements a novel NCS-based RF sensor, tailored to monitor various respiratory patterns including sleep apnea.