Robust filtering, prediction, smoothing and observability of uncertain systems

The paper is concerned with a class of continuous-time uncertain systems which satisfy a certain integral quadratic constraint. The problems of robust filtering, robust prediction and robust smoothing for such systems are defined and non-conservative solutions are given in terms of Riccati differential equations. The paper also addresses a problem of robust observability for this class of uncertain systems.