Name
Title | ||
|---|---|---|
Finite-horizon state estimation for time-varying complex networks with random coupling strengths under Round-Robin protocol. |
Abstract | ||
|---|---|---|
In this paper, the problem of finite-horizon H∞ state estimation is investigated for a class of discrete time-varying complex networks with multiplicative noises and random coupling strengths. The network nodes and estimators are connected via a constrained communication network which allows only one node to send measurement data at each transmission instant. The Round-Robin protocol is introduced to determine which node obtains the access to the network at certain transmission instant. The aim of the addressed problem is to design a set of time-varying estimator parameters such that the prescribed H∞ performance is guaranteed over a finite horizon. By using the stochastic analysis approach and completing-the-square method, sufficient conditions are derived for the existence of the desired estimators in terms of the solution to backward recursive Riccati difference equations. Finally, a numerical example is provided to validate the feasibility and effectiveness of the proposed results. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.jfranklin.2018.07.026 | Journal of the Franklin Institute |
Field | DocType | Volume |
Mathematical optimization,Telecommunications network,Coupling,Multiplicative function,Stochastic process,Node (networking),Complex network,Mathematics,Recursion,Estimator | Journal | 355 |
Issue | ISSN | Citations |
15 | 0016-0032 | 1 |
PageRank | References | Authors |
0.35 | 22 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Li Sheng | 1 | 125 | 15.24 |
| Yichun Niu | 2 | 8 | 3.50 |
| Lei Zou | 3 | 272 | 14.02 |
| Yurong Liu | 4 | 191 | 9.40 |
| Fuad E. Alsaadi | 5 | 1818 | 102.89 |