Name
Title | ||
|---|---|---|
Convergence and Accuracy Analysis for a Distributed Static State Estimator Based on Gaussian Belief Propagation |
Abstract | ||
|---|---|---|
This article focuses on the distributed static estimation problem. A belief propagation (BP) based estimation algorithm is studied for its convergence and accuracy. More precisely, we give conditions under which the BP-based distributed estimator is guaranteed to converge and we give concrete characterizations for its accuracy. Our results reveal new insights and properties of this distributed alg... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/TAC.2020.3037454 | IEEE Transactions on Automatic Control |
Keywords | DocType | Volume |
Convergence,Estimation,State estimation,Jacobian matrices,Distributed algorithms,Large-scale systems,Belief propagation | Journal | 66 |
Issue | ISSN | Citations |
10 | 0018-9286 | 0 |
PageRank | References | Authors |
0.34 | 4 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Damián Marelli | 1 | 164 | 19.58 |
| Tianju Sui | 2 | 23 | 5.14 |
| Minyue Fu | 3 | 1878 | 221.17 |
| Xi-Ming Sun | 4 | 850 | 62.94 |