@inproceedings{af62190b816c4ce0940f414327a58a77,
title = "Observer design for T-S fuzzy systems with measurement output noises",
abstract = "in this paper, new observer design approaches are presented for Takagi-Sugeno (T-S) fuzzy models with measurement output noises. in order to decouple the measurement noise, an augmented fuzzy descriptor model is first constructed. Then a fuzzy descriptor proportional and derivative (PD) observer is developed. When the fuzzy subsystems have the same output matrices, another fuzzy descriptor observer is designed, which can be transformed into a normal fuzzy observer. Via the proposed two kinds of fuzzy observer design, the state and the output noise can be estimated at the same time. The simulation result shows the satisfactory tracking performance.",
keywords = "Descriptor system, Fuzzy systems, Measurement noises, Observer, TS model",
author = "Zhiwei Gao and Xiaoyan Shi and Ding, {Steven X.}",
note = "Funding Information: This work is supported partially by the Alexander von Humboldt Foundation The robust fuzzy observer was discussed for T-S fuzzy systems with parameter uncertainties (Ma, 2002). However no efforts were made for fuzzy T-S systems with measurement noises.; 16th Triennial World Congress of International Federation of Automatic Control, IFAC 2005 ; Conference date: 03-07-2005 Through 08-07-2005",
year = "2005",
language = "English",
isbn = "008045108X",
series = "IFAC Proceedings Volumes (IFAC-PapersOnline)",
pages = "455--460",
booktitle = "Proceedings of the 16th IFAC World Congress, IFAC 2005",
}