Degree Type

Creative Component

Semester of Graduation

Spring 2021

Department

Electrical and Computer Engineering

First Major Professor

Daji Qiao

Degree(s)

Master of Science (MS)

Major(s)

Computer Engineering

Abstract

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.

Copyright Owner

Zhao, Ruyin

File Format

PDF

Embargo Period (admin only)

4-18-2021

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