Introduction to Kalman Filtering
Kalman filter is regarded as a great discovery in last century. In fact, filtering has a long history and has been widely used in many areas. In this chapter, we briefly introduce the background of filtering, especially Wiener filter and Kalman filter with some historical remarks. Basic formation of Kalman filter, one approach of optimal linear-quadratic estimation, is highlighted for the ease of later in-depth discussions.