Smartphone Platforms for Detection and Notification of Leg Shaking

Data-driven approach for robust and personalized leg shake detection.
Data-driven approach for robust and personalized leg shake detection.

For many people, the habit of leg shaking is an annoyance to themselves and people around them. By simply becoming aware of the motion, one is able to voluntarily stop shaking. We develop a series of smartphone-based systems and data-driven methods for detecting the irritating behavior of leg shaking. Our systems are robust to the placement of the phone on the user’s body and adapts or “personalizes” to the unique leg shaking characteristics of the individual.

Publications

2018

SPINDLES+: An adaptive and personalized system for leg shake detection
SPINDLES+: An adaptive and personalized system for leg shake detection
Stephen Xia, Peter Wei, Jordan Misael Vega, Xiaofan Jiang
Smart Health   ·   01 Dec 2018   ·   doi:10.1016/j.smhl.2018.07.019

2017

SPINDLES: A Smartphone Platform for Intelligent Detection and Notification of Leg Shaking
SPINDLES: A Smartphone Platform for Intelligent Detection and Notification of Leg Shaking
Stephen Xia, Yan Lu, Peter Wei, Xiaofan Jiang
Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers   ·   11 Sep 2017   ·   doi:10.1145/3123024.3124408