System theory in biomedical applications

Abstract

Parameter estimation plays a central role in many biomedical applications. This dissertation addresses the parameter estimation problems arising from two typical biomedical applications from a perspective of system theory A systematic approach to evaluate the Cramer Rao lower bound is developed for a class of biomedical applications that can be represented by the state-space models.