Nonlinear estimation techniques

This paper considers a discrete real-time nonlinear estimation problem using a least-square criterion. A sequential algorithm is derived which allows consideration of second-order nonlinearities in system measurements. Alternate nonlinear estimation techniques are discussed and examples are given which compare the various estimation algorithms.