ROBUST DISTRIBUTED ESTIMATION USING THE EMBEDDED POLYGONS ALGORITHM

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ROBUST DISTRIBUTED ESTIMATION USINGTHE EMBEDDED
POLYGONS ALGORITHM
V. Delouille, R. Neelamani, R. G. Baraniuk ECE
Department, Rice University
Distributed Estimation for Graphical Models
Jacobi Algorithm
Simulations
Embedded Polygons Algorithm (EPA)
Distributed MMSE Estimation
Performance with Sleeping Nodes
Matrix Splitting Algorithms
Robust Convergence
Conclusions
dsp.rice.edu Supported by NSF, ONR, AFOSR, DARPA,
and the Texas Instruments Leadership University
Program