Name
Title | ||
|---|---|---|
Fast State Estimation Subject To Random Data Loss In Discrete-Time Nonlinear Stochastic Systems |
Abstract | ||
|---|---|---|
This paper focuses on the design of the standard observer in discrete-time nonlinear stochastic systems subject to random data loss. By the assumption that the system response is incrementally bounded, two sufficient conditions are subsequently derived that guarantee exponential mean-square stability and fast convergence of the estimation error for the problem at hand. An efficient algorithm is also presented to obtain the observer gain. Finally, the proposed methodology is employed for monitoring the Continuous Stirred Tank Reactor (CSTR) via a wireless communication network. The effectiveness of the designed observer is extensively assessed by using an experimental tested-bed that has been fabricated for performance evaluation of the over wireless-network estimation techniques under realistic radio channel conditions. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1080/00207179.2013.811753 | INTERNATIONAL JOURNAL OF CONTROL |
Keywords | Field | DocType |
discrete-time nonlinear stochastic systems, observer design, random data loss, networked systems | Convergence (routing),Continuous stirred-tank reactor,Mathematical optimization,Wireless,Nonlinear system,Data loss,Control theory,Computer science,Discrete time and continuous time,Observer (quantum physics),Bounded function | Journal |
Volume | Issue | ISSN |
86 | 12 | 0020-7179 |
Citations | PageRank | References |
2 | 0.39 | 15 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| S. M. Mahdi Alavi | 1 | 9 | 3.25 |
| Mehrdad Saif | 2 | 334 | 48.75 |