Sensing Driving Dynamics with Ubiquitous Sensors
Exploring the sensing capabilities of mobile devices (e.g., smartphones, wearables) is the key enabler for novel transportation applications. We have been developing a light-weight mobile system for sensing vehicle dynamics with IMUs. A time-series analytics algorithm harvests the morphological pattern of IMU data to detect vehicle steerings with linear-time complexity.
- Dongyao Chen
- Kyong-Tak Cho
- Sihui Han
- Zhizhuo Jin
Dongyao Chen, Kyong-Tak Cho, Sihui Han, Zhizhuo Jin, and Kang G. Shin, Invisible Sensing of Vehicle Steering with Smartphones, in 2015 ACM International Conference on Mobile Systems, Applications, and Services (MobiSys '15), Florence, Italy, May 2015.