Title :
Determination of Amylose content in rice using electronic tongue
Author :
Sarkar, Subrata ; Bhattacharyya, Nabarun ; Mukherjee, Subhankar
Author_Institution :
Centre for Dev. of Adv. Comput., Kolkata, India
Abstract :
A voltammetric Electronic Tongue consisting of novel metal base electrode array for classification of Amylose present in rice samples was developed. The electrode array consisting of Gold, Palladium, Platinum, Rhodium and Iridium as working electrode has been used for transforming information of Amylose content in rice into electric signal. The electrodes output shows different pattern of electrical signal for rice samples that have different Amylose percentage. Experiments were carried out on four different rice samples having Amylose content in low, medium and high level. Principal Component Analysis (PCA) was used for visual inspection of data set. Classification was performed by statistical method. A fair discrimination was obtained and this rapid, low-cost method may be useful for prediction of Amylose percentage in rice for breeding and quality perspective.
Keywords :
agriculture; crops; electronic tongues; pattern classification; polymers; principal component analysis; virtual instrumentation; voltammetry (chemical analysis); amylose classification; amylose content; electric signal; metal base electrode array; principal component analysis; rice; statistical method; virtual instrument; visual inspection; voltammetric electronic tongue; Arrays; Data acquisition; Electrodes; Information processing; Instruments; Metals; Tongue; Amylose; Electronic Tongue; Virtual Instrumentation; Voltammetry;
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
DOI :
10.1109/ICIIP.2011.6108885