Granular-based state estimation for nonlinear fractional control systems and its circuit cognitive application

•Novel impulsive observer algorithm is designed to ensure the cognitive convergence of error dynamic systems.•Resulting criterion reflects well the relationship between the fractional order and the pulse signal.•A numerical simulation is provided to illustrate effectiveness of the proposed method.