CMPT 353 Final Project - Sensors, Noise, and Walking

• Collect 3D accelerometer data using Physics Toolbox Sensor Suite
• Conduct noise filtering using a Butterworth filter
• Conduct a Fourier transform to get the frequency of steps
• Perform data analysis on possible report topics

Project Focus

• In this analysis we attempt to predict the user’s height based on 3D accelerometer data alone

How to use

Libraries: Matplotlib, Numpy, Pandas, Scikit-learn, SciPy

Step 1: Clean the raw datasets and save into a 'clean data' folder

$ python3 data_clean.py