  We consider the design of differentially private Luenberger observers for
positive linear systems. In particular, we derive a bound for the $l_2$
sensitivity of Luenberger observers, which is used to quantify the noise
required to achieve relaxed differential privacy via the Gaussian mechanism. An
approach to minimise this bound for positive observers is described and several
bounds relevant to this problem are derived.

Systems and Control;Systems and Control