Showing posts with label Kalman filter. Show all posts
Showing posts with label Kalman filter. Show all posts

Sunday, February 26, 2017

Kalman filter


In few projects I've needed the Kalman filter to suppress the noise and other inaccuracies especially from accelerometers. Below is a nice picture from a live stream of data transmitted by the ESP8266 LDR over websockets to an application server written in javascript. The data received in the browser looks like:






With red is raw data and with white is the predicted data after the Kalman filter was applied.