Distributed Parameter Estimation With Random Observation Matrices and Communication Graphs

摘要

The convergence of distributed parameter estimation algorithms is analyzed for a network of multiple nodes via information exchange with random observation matrices and communication graphs. Each node runs an online estimation algorithm consisting of a co