It is known that for affine nonlinear systems the drift-observability prope
rty (i.e. observability for aero input) is not sufficient to guarantee the
existence of an asymptotic observer for any input. Many authors studied str
uctural conditions that ensure uniform observability of nonlinear systems (
i.e. observability for any input). Conditions are available that define cla
sses of systems that are uniformly observable.
This work considers the problem of state observation with exponential error
rate for smooth nonlinear systems that meet or not conditions of uniform o
bservability. In previous works the authors showed that drift-observability
together with a smallness condition on the input is sufficient to ensure e
xistence of an exponential observer. Here it is shown that drift-observabil
ity implies a kind of local uniform observability, that is observability fo
r sufficiently small and smooth input. For locally uniformly observable sys
tems two observers are presented: an exponential observer that uses derivat
ives of the input functions; an observer that does not use input derivative
s and ensures exponential decay of the observation error below a prescribed
level (high-gain observer). The construction of both observers is straight
forward. Moreover the state observation is provided in the original coordin
ate system. Simulation results close the paper.