This paper is concerned with analytical developments of results firstly introduced by the authors in [1]. These are devoted to optimization upper bounds interval covariance matrices appearing Interval Kalman Filter [2]. The proposed study mainly highlighted through two aspects. Firstly, further performed considering a class and minimizing traces these stages (in terms gain matrix then respect s...