Persistence based online signal and trajectory simplification for mobile devices
Panagiota Katsikouli, Rik Sarkar, Jie Gao · 2014
We describe an online algorithm to simplify large volumes of location and sensor data on the source mobile device, by eliminating redundant data points and saving important ones. Our approach is to use topological persistence to identify large scale sharp features of a data stream.