On Persistent Noise in Distributed Averaging Dynamics
In this thesis general formulas for calculating variance and total variance for the dynamics of distributed averaging in discrete time are presented. These formulas are derived by building on previous notions and ideas of stability measures and convergence. In doing so, a framework for quantifying stability of distributed averaging models through variance and total variance is provided. In additio