In this work we present a high gain observer for a certain class of MIMO no
nlinear continuous time systems. We assume that the output measurement is a
noisy discrete time process. We establish stability results for the observ
er, which assure exponential convergence in absence of noise and obtain bou
nds of the estimation error variance in the noisy environment. Finally we e
xhibit an application to an overhead crane.