The overview provides a comparative analysis of the feasibility conditions for key methods to design state observers for linear dynamical SISO systems with unknown parameters. A distinctive feature of this paper is the comparison between state observers that are based on the robust, invariant, and adaptive methods. The overview is written without excessive mathematical details and aims to familiarize a wide range of readers with the basic principles of design and functioning of state observers for linear systems with unknown parameters.