Structure Identification of Recursive TSK Particle Filtering via Type-2 Intuitionistic Fuzzy Decision

Wang, Xiaoli; Xie, Weixin; Li, Liang-qun

doi:10.1007/s40815-020-01021-6

Cited by 3 publications

(2 citation statements)

References 35 publications

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“…The TSK fuzzy model [ 23–25 ] is the key technology to solve such problem. In the case of single target strong maneuver, we have proposed TSK iterative regression multiple model [ 26–29 ] , which effectively solved the problem of uncertainty of target motion in nonlinear systems. Therefore, we extend this algorithm to the multi‐target tracking, and effectively integrate with the LMB algorithm proposed by Vo et al .…”

Section: Introductionmentioning

confidence: 99%

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Labeled Multi‐Bernoulli Maneuvering Target Tracking Algorithm via TSK Iterative Regression Model

WANG

Xie

2022

Chinese J of Electronics

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Aiming at the problem that the existing labeled multi‐Bernoulli (LMB) method has a single and fixed model set, an LMB maneuvering target tracking algorithm via Takagi‐Sugeno‐Kang (TSK) iterative regression multiple model is proposed. In the TSK iterative regression modeling, the feature information of the targets is analyzed and represented by multiple semantic fuzzy sets. Then the state is expanded to introduce model information, thereby the adaptive multi‐model idea is incorporated into the framework of the LMB method to solve the uncertain maneuverability of moving targets. Finally, the simulation results show that the proposed algorithm can effectively achieve maneuvering target tracking in the nonlinear system.

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Section: Introductionmentioning

confidence: 99%

“…The detailed TSK fuzzy model can be found in Refs. [26–29]. This section only briefly describes the TSK fuzzy model.…”

Section: Introductionmentioning

confidence: 99%

Labeled Multi‐Bernoulli Maneuvering Target Tracking Algorithm via TSK Iterative Regression Model

WANG

Xie

2022

Chinese J of Electronics

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Variable structure T–S fuzzy model and its application in maneuvering target tracking

Wang

Xie

2022

Fuzzy Optim Decis Making

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A Novel Type-2 Fuzzy Identification Method Based on the Improved Membership Function

Tsai

Chen

2023

Int. J. Fuzzy Syst.

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Structure Identification of Recursive TSK Particle Filtering via Type-2 Intuitionistic Fuzzy Decision

Cited by 3 publications

References 35 publications

Labeled Multi‐Bernoulli Maneuvering Target Tracking Algorithm via TSK Iterative Regression Model

Labeled Multi‐Bernoulli Maneuvering Target Tracking Algorithm via TSK Iterative Regression Model

Variable structure T–S fuzzy model and its application in maneuvering target tracking

A Novel Type-2 Fuzzy Identification Method Based on the Improved Membership Function

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