Walking detection with Wi-Fi
Developed software for localization and walking detection based on received Wi-Fi signals. Collected Wi-Fi data using CSI tool in Linux Implemented state of the art research papers on Wi-Fi signals in machine learning Achieved 60% classification accuracy on multiclass classification problem with small dataset using Kernel PCA dimensionality reduction algorithm followed by a fully connected neural network