Biomimetic Electronic Tongue for Classification of Mineral Water

摘要：

Electronic Tongue is a kind of intelligent equipment which is used to distinguish tastes. An electronic tongue made by a sensor array of ion-selective electrodes (ISE) has been developed and used for the qualitative analysis of five different kinds of mineral waters. The acquired original data has been optimized by independent component analysis (ICA) and Linear Discriminant analysis (LDA), and then the learning vector quantization (LVQ) model was designed to classify different mineral waters. The application results show that the performance of the proposed method has surpasses the traditional Self-organizing Map (SOM) algorithm, can improve convergence and the learning capability of the network, and give the Electronic Tongue a higher aggregate classification rate.

关键词： Electronic Tougue mineral watere RBF

作者: Hong Men Zongnian Ge Yuming Guo Lingfei An Yan Peng

作者单位: School of Automation Engineering Northeast Dianli University Jilin,P.R.China

会议类型: 国际会议

会议名称: 2009 International Conference on Measuring Technology and Mechatronics Automation(ICMTMA 2009)(2009年检测技术与机械自动化国际会议)

会议地点: 长沙

会议语种:英文

页码: 1565-1568

在线出版日期: 2009-04-11（万方平台首次上网日期，不代表论文的发表时间）