  The incremental least mean square (ILMS) algorithm was presented in
\cite{Lopes2007}. The article included theoretical analysis of the algorithm
along with simulation results under different scenarios. However, the transient
analysis was left incomplete. This work presents the complete transient
analysis, including the learning behavior. The analysis results are verified
through several experimental results.
