Sayın, Muhammed Ö.Kozat, Süleyman Serdar2016-02-082016-02-082014http://hdl.handle.net/11693/27308Date of Conference: 23-25 April 2014Conference Name: 22nd Signal Processing and Communications Applications Conference, IEEE 2014In this paper, we present a complete performance analysis of the scalar diffusion strategies over distributed networks. Scalar diffusion strategies are based on the diffusion implementation and adaptive extraction of the information from the diffusion data which is compressed into a scalar. This strategy require significantly less communication load while achieving similar performance with the full information exchange configuration. Here, we provide the transient and steady-state analysis of the scalar diffusion strategies for Gaussian regressors. Finally, in the numerical examples, we demonstrate that the theoretical results match with the simulation results.TurkishCompressive diffusionSignal processingCommunication loadDiffusion dataDistributed networksFull informationsGaussiansPerformance analysisScalar diffusionSteady-state analysisDiffusionConference Paper10.1109/SIU.2014.6830542