DETECTION OF ODORANTS USING AN ARRAY OF PIEZOELECTRIC-CRYSTALS AND NEURAL-NETWORK PATTERN-RECOGNITION

被引:54
作者
CHANG, SM [1 ]
IWASAKI, Y [1 ]
SUZUKI, M [1 ]
TAMIYA, E [1 ]
KARUBE, I [1 ]
MURAMATSU, H [1 ]
机构
[1] SEIKO INSTRUMENTS INC,DEPT APPL RES,MATSUDO,CHIBA 271,JAPAN
关键词
PATTERN RECOGNITION; PIEZOELECTRIC SENSING; ACETOIN; ALCOHOLS; AMYL ACETATE; MENTHONE; NEURAL NETWORK; ODORANTS; OLFACTORY SYSTEM;
D O I
10.1016/S0003-2670(00)83003-2
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
AT-cut quartz crystals were applied as chemical vapour sensors. The responses of such crystals operating at 9 MHz and coated with phosphatidylglycerol, phosphatidylinositol, phosphatidylethanolamine, phosphatidylserine and lipid A were determined for amyl acetate, acetoin, menthone and other organic vapours which showed different affinities for each lipid. The identification of odorants depending on the species of lipid used for coating is discussed in terms of the normalized resonant frequency shift pattern. Using a number of different lipid-coated quartz crystals, odorants could be identified by a neural-network pattern recognition with a back-propagation algorithm.
引用
收藏
页码:323 / 329
页数:7
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