Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications

Bo Xiao; Hak Keung Lam; Kazuo Tanaka; Jerry M. Mendel

doi:10.1109/TFUZZ.2020.3046933

Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications

Bo Xiao, Hak Keung Lam, Kazuo Tanaka, Jerry M. Mendel

Research output: Contribution to journal › Review article › peer-review

2 Citations (Scopus)

Abstract

The special issue of IEEE Transactions On Fuzzy Systems s dedicated to the memory of Prof. Robert John, one of the pioneers of type-2 fuzzy sets and systems, who passed away during its preparation. This special issue focuses on type-2 model-based control and demonstrates the broadening of the type-2 fuzzy logic controller field. It is demonstrated that type-2 FMB control framework can be established by adopting type-2 fuzzy sets into type-1 fuzzy-model-based (FMB) designs. Besides the parameter uncertainty, the type-2 fuzzy sets have also demonstrated their potential to deal with the intrinsic uncertainty caused by specific control mechanisms, such as the sample-data control mechanism and event-triggered control mechanism.

Original language	English
Article number	9345951
Pages (from-to)	199-202
Number of pages	4
Journal	IEEE Transactions on Fuzzy Systems
Volume	29
Issue number	2
DOIs	https://doi.org/10.1109/TFUZZ.2020.3046933
Publication status	Published - Feb 2021
Externally published	Yes

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10.1109/TFUZZ.2020.3046933

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title = "Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications",

abstract = "The special issue of IEEE Transactions On Fuzzy Systems s dedicated to the memory of Prof. Robert John, one of the pioneers of type-2 fuzzy sets and systems, who passed away during its preparation. This special issue focuses on type-2 model-based control and demonstrates the broadening of the type-2 fuzzy logic controller field. It is demonstrated that type-2 FMB control framework can be established by adopting type-2 fuzzy sets into type-1 fuzzy-model-based (FMB) designs. Besides the parameter uncertainty, the type-2 fuzzy sets have also demonstrated their potential to deal with the intrinsic uncertainty caused by specific control mechanisms, such as the sample-data control mechanism and event-triggered control mechanism.",

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Guest Editorial: Special Issue on Type-2 Fuzzy-Model-Based Control and Its Applications

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