Title of Paper:ANFIS-Based Signal Reconstruction for Nonlinear Multifunctional Sensor

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Affiliation of Author(s):自动化学院

Journal:J. Inst. Eng. Ser. B

Abstract:In this paper, one approach based on adaptive network-based fuzzy inference system is designed to reconstruct signal for nonlinear multifunctional sensor used in multifunctional sensing technique. Before training, fuzzy rule number is automatically obtained through subtractive clustering to simplify the model structure. Simulation results for an analog circuit model which simulates a nonlinear multifunctional sensor system demonstrate the effectiveness of the designed approach in reconstructing signal. Application of processing real-life data reveals performance of the proposed method is evidently promoted by combining with fuzzy c-means clustering. © 2019, The Institution of Engineers (India).

ISSN No.:2250-2106

Translation or Not:no

Date of Publication:2019-10-01

Co-author:Zhang, Yuexin,Li, Chunfeng

Correspondence Author:Jian Liu