Event-based filtering for time-varying nonlinear systems subject to multiple missing measurements with uncertain missing probabilities

• Published in: Information fusion Vol. 38; pp. 74 - 83
• Main Authors: Hu, Jun, Wang, Zidong, Alsaadi, Fuad E., Hayat, Tasawar
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2017
• Subjects: Event-triggered mechanism; Multiple missing measurements; Recursive filtering; Time-varying nonlinear systems; Uncertain missing probabilities; Multiple missing measurements; Event-triggered mechanism; Uncertain missing probabilities; Time-varying nonlinear systems; Recursive filtering

•The event-triggered transmission mechanism is considered in the variance-constrained filtering.•The uncertain missing probability is introduced to better reflect reality.•A new filtering compensation scheme is proposed based on available probability information.•The newly developed event-based filt...