Identification of Wheat Varieties with a Parallel-Plate Capacitance Sensor Using Fisher’s Linear Discriminant Analysis

Autor: Naveen Puppala, Vijayasaradhi Settaluri, Konda Naganathan Govindarajan, R. S. Reddy, Chari V. Kandala
Jazyk: angličtina
Rok vydání: 2014
Předmět:
Zdroj: Journal of Sensors, Vol 2014 (2014)
ISSN: 1687-7268
Popis: Fisher’s linear discriminant (FLD) models for wheat variety classification were developed and validated. The inputs to the FLD models were the capacitance (C), impedance (Z), and phase angle (θ), measured at two frequencies. Classification of wheat varieties was obtained as output of the FLD models.Zandθof a parallel-plate capacitance system, holding the wheat samples, were measured using an impedance meter, and theCvalue was computed. The best model developed classified the wheat varieties, with accuracy of 95.4%, over the six wheat varieties tested. This method is simple, rapid, and nondestructive and would be useful for the breeders and the peanut industry.
Databáze: OpenAIRE