A simplified iteration filter to reduce nonlinearity bias

An iteration algorithm is proposed for reducing the nonlinearity bias of an extended Kalman filter. The algorithm is a simple modification of the single stage iteration filter as defined by Mehra [3], which uses the same filter gains at each iteration. The simplified filter yields bias reduction comparable to the original iteration filter, but requires substantially fewer computations.