In envelope constrained (EC) filter design, the effect of input noise is mi
nimized subject to the constraint that the filter's response to a specified
signal fits into a prescribed envelope, It is always the case that the res
ponse of the optimal EC filter touches the output envelope, at some instanc
es. Consequently, any disturbance in the prescribed input or implementation
error could violate the output constraints. In an EC-filtering problem wit
h uncertain input (ECUI), the set of possible inputs and the set of permiss
ible outputs are defined by envelopes or masks. The objective is to design
the filter to minimize the noise enhancement, while satisfying the constrai
nt that every signal in the input envelope evokes a response, which stays i
n the output envelope, This paper formulates the ECUI for analog filters, a
nd presents a number of key results, which enable this problem to be solved
.