Lopes, Cassio G.Sayed, Ali H.2017-12-192017-12-192017-12-19200710.1109/SSP.2007.4301234https://infoscience.epfl.ch/handle/20.500.14299/143092We study the mean-square performance of a diffusion least mean-squares protocol proposed in recent work to address the problem of distributed estimation [1, 2]. By relying on energy conservation arguments [8] we derive closed form expressions for the mean-square deviation (MSD) and the excess mean-square error (EMSE) of the adaptive network. Examples show a good agreement between simulations and theory.Steady-State Performance of Adaptive Diffusion Least-Mean Squarestext::conference output::conference proceedings::conference paper