Machine learning is a reality that we are just waking up to. The eventual evolution of machine learning is predictive automation. Predictive automation might be a reality in the next couple of years itself. If IoT is the destination then we are on the right track.
The Kalman filter is an innovative data cleansing method. The filter has been randomly used for route and location corrections. The idea is that the filter recognizes sudden deviations from the average data and marks the possibility of that data being erroneous. The updated Kalman filter adds to the growing progress towards creating more and more value for industry 4.0 using the internet of things.