Abstract: In this paper we discuss the continuous-time linear system with the unknown parameter vector. We obtained the estimate formulas of the unknown parameter vector and the filtering formula of the system state. formulas obtained in this paper enable us to estimate the unknown parameter vector and the system state simultaneously, which was processed separately before our work.

Key words: Unknown parameter vector, continuous-time system, Kalman-Bucy filtering