Semester of Graduation
Electrical and Computer Engineering
First Major Professor
Master of Science (MS)
Nowadays, Wi-Fi is closely related to our life as we use Wi-Fi to communicate everyday. At the same time, people are constantly exploring other uses of Wi-Fi. With the release of Channel State Information (CSI) measurement tool, we can achieve more accurate indoor activity and object detection. In order to make a better used of the combination of Wi-Fi sensing tools and data analytic methods, we first have a deep look at CSI and methods of signal processing. Then, we use CSI and SVM, KNN, Decision Tree, LSTM and Random Forest to perform gesture recognition and object detection.
Embargo Period (admin only)
Zhao, Ruyin, "CSI-based Gesture Recognition and Object Detection" (2021). Creative Components. 830.