Resources for Wearables Research at UNC
Meeting 1: Welcome
Slides (pdf)
Bios (pdf)
Pebble Getting Started Development Tutorial (web)
Meeting 3: Interests
Meeting Notes (pdf)
Meeting 4: Accelerometer
Slides (pdf)
Scaffold of Pebble App to display local accelerometer average (gist)
Scaffold of Pebble App to display local accelerometer variance (gist)
GitHub Repository of pebble-accelerometer-demo (git)
Pebble Accelerometer Documentation (web)
Pebble Standard String Formatting Documentation (web)
PDF of
The C Programming Language
Accelerometers and How They Work
, TI Slides (pdf)
Meeting 5: Existing Research
Pebble-Shake Demo App (git)
Pebble-Shake Demo Tutorial (git)
Paper:
Activity Classification Using Realistic Data From Wearable Sensors
(PDF)
Paper:
Activity Recognition from User-Annotated Acceleration Data
(PDF)
(My personal research notes are available upon request)
Meeting 6: Data Logging
Accelerometer Data Logging and Display Example (git)
Developer's Guide to Data Logging on Android (web)
Developer's Guide to Data Logging on iOS (web)
C Data Logging Documentation (web)
Meeting 9: The Fundementals of Machine Learning
A Tutorial on Human Activity Recognition Using Body-Worn Inertial Sensors (pdf)
GitHub Repository for above paper (git)
Get MatLab Trial (web)
install the data anlysis package and contact me for the UNC authentication key
Meeting 10: Advanced Machine Learning
Online Machine Learning Class