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- W2362990866 abstract "A novel method for temperature compensation and nonlinear correction of transducer based on least squares support vector machine(LS-SVM) is presented.The design steps and algorithm are also addressed.LS-SVM is used to build as an inverse model,by which the transducer nonlinear characteristic is mapped.The temperature compensation and nonlinear correction are realized synchronously.The experiment results of applying in the capacitor pressure sensor(CPS) show that the speed of this LS-SVM building model is 1～2 order of magnitude,while the compensation errors is 20 % of SVM model.As a result,the method is faster in learning speed,high in accuracy and robust in noise resistance,it is more suitable for sensor's correction and temperature compensation." @default.
- W2362990866 created "2016-06-24" @default.
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- W2362990866 date "2007-01-01" @default.
- W2362990866 modified "2023-09-26" @default.
- W2362990866 title "Intellectual correction and temperature compensation of transducer based on LS-SVM" @default.
- W2362990866 hasPublicationYear "2007" @default.
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