Asynchronous Adaptation and Learning Over Networks-Part I: Modeling and Stability Analysis - Xiaochuan Zhao; Sayed, Ali H. (IEEE transactions on signal processing, 2015)
Keywords: adaptive networks; asynchronous behavior; Cost function; diffusion adaptation; Distributed learning; distributed optimization; dynamic topology; link failures; Network topology; Noise; Random variables; Stability analysis; Topology; Vectors