A control scheme for interval type‐2 T‐S fuzzy systems at constrained bit rates: A coding and decoding scheme

Summary This study focuses on a class of interval type‐2 T‐S fuzzy systems under bit rate constraint(BRC), which can adapt to complex systems more flexibly than the traditional interval type‐1 T‐S fuzzy model. In order to guarantee the security of data transmission, and considering that the channel...

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Vydáno v:Asian journal of control Ročník 26; číslo 3; s. 1591 - 1601
Hlavní autoři: Yan, Tingli, Zhang, Sunjie, Yu, Ying
Médium: Journal Article
Jazyk:angličtina
Vydáno: Hoboken Wiley Subscription Services, Inc 01.05.2024
Témata:
bit rate constraint
Codec
coding and decoding mechanism
Communications systems
Complex systems
Constraints
Controllers
Data transmission
Decoding
Fuzzy systems
IT2 T‐S fuzzy control
orthogonal decomposition technique
Recoverability
ISSN:1561-8625, 1934-6093
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Shrnutí:Summary This study focuses on a class of interval type‐2 T‐S fuzzy systems under bit rate constraint(BRC), which can adapt to complex systems more flexibly than the traditional interval type‐1 T‐S fuzzy model. In order to guarantee the security of data transmission, and considering that the channel is affected by the bit rate during transmission, this study introduces a codec scheme in the interval type‐2 T‐S fuzzy system and applies it to the channel from the sensor to the controller. With the support of the codec scheme, this study explores the sufficient conditions to satisfy the data recoverability, and based on the satisfaction of these conditions, the system is proposed to satisfy the sufficient conditions for input‐to‐state stability (ISS) and the controller gain. Through the in‐depth analysis in this paper, this study proposes a control scheme that can fit complex systems more accurately and also confirms the importance of considering bit rate constraints in communication systems. Finally, the paper is validated by simulation with two specific examples, which fully demonstrate the superiority and effectiveness of the proposed control scheme.
Bibliografie:ObjectType-Article-1
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ISSN:1561-8625
1934-6093
DOI:10.1002/asjc.3288