IEEE Transactions on Automatic Control, Vol.46, No.4, 656-659, 2001
Obtaining accurate confidence regions for the estimated zeros and poles system identification problems
In this note, a method is proposed to generate improved uncertainty bounds on the poles and zeros of an identified system. The uncertainty ellipsoids are replaced by dedicated uncertainty regions with a given probability level. The method can be applied to Markov estimators in the time or frequency domain.