Linear and Non-linear Estimation Techniques: Theory and Comparison

The wide application of estimation techniques in system analysis enable us to best determine and understand the history of system states. This paper attempts to delineate the theory behind linear and non-linear estimation with a suitable example for the comparison of some of the techniques of non-linear estimation.