메뉴 건너뛰기




Volumn 172, Issue 2, 2011, Pages 570-582

A comparison study of pattern recognition algorithms implemented on a microcontroller for use in an electronic tongue for monitoring drinking waters

Author keywords

Electronic tongue; Microcontroller; Neural network; Pattern recognition; Thick film

Indexed keywords

COMPARATIVE STUDIES; COMPARISON STUDY; FUZZY ARTMAP; LINEAR DISCRIMINANT ANALYSIS; MULTI-LAYER FEED-FORWARD NETWORKS; MULTIELECTRODE ARRAYS; NEURAL NETWORKS ALGORITHMS; PATTERN RECOGNITION ALGORITHMS; PORTABLE ELECTRONICS; THICK-FILM ELECTRODES; WATER SAMPLES;

EID: 82955162969     PISSN: 09244247     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sna.2011.09.039     Document Type: Article
Times cited : (42)

References (37)
  • 1
    • 25144520999 scopus 로고    scopus 로고
    • Electronic tongues and combinations of artificial senses
    • F. Winquist, C. Krantz-Rülker, and I. Lunström Electronic tongues and combinations of artificial senses Sensors Update 11 2002 279 306
    • (2002) Sensors Update , vol.11 , pp. 279-306
    • Winquist, F.1    Krantz-Rülker, C.2    Lunström, I.3
  • 3
    • 3242695050 scopus 로고    scopus 로고
    • Voltammetric sensor array based on conducting polymer-modified electrodes for the discrimination of liquids
    • A. Arrieta, C. Apetrei, M.L. Rodríguez-Méndez, and J.A. de Saja Voltammetric sensor array based on conducting polymer-modified electrodes for the discrimination of liquids Electrochimica Acta 49 2004 4543 4551
    • (2004) Electrochimica Acta , vol.49 , pp. 4543-4551
    • Arrieta, A.1    Apetrei, C.2    Rodríguez-Méndez, M.L.3    De Saja, J.A.4
  • 4
    • 33947608419 scopus 로고    scopus 로고
    • A composite sensor array impedentiometric electronic tongue. Part I. Characterization
    • DOI 10.1016/j.bios.2006.10.031, PII S0956566306005288
    • G. Pioggia, F. Di Francesco, A. Marchetti, M. Ferro, and A. Ahluwalia A composite sensor array impedentiometric electronic tongue: part I. Characterization Biosensors and Bioelectronics 22 2007 2618 2623 (Pubitemid 46484259)
    • (2007) Biosensors and Bioelectronics , vol.22 , Issue.11 , pp. 2618-2623
    • Pioggia, G.1    Di Francesco, F.2    Marchetti, A.3    Ferro, M.4    Ahluwalia, A.5
  • 5
    • 0033719321 scopus 로고    scopus 로고
    • Evaluation of water quality and pollution using multichannel sensors
    • H. Sakai, S. Liyama, and K. Toko Evaluation of water quality and pollution using multichannel sensors Sensors and Actuators B 66 2000 251 255
    • (2000) Sensors and Actuators B , vol.66 , pp. 251-255
    • Sakai, H.1    Liyama, S.2    Toko, K.3
  • 6
    • 19744361803 scopus 로고    scopus 로고
    • Application of a potentiometric electronic tongue as a classification tool in food analysis
    • DOI 10.1016/j.talanta.2005.01.049, PII S0039914005000718
    • J. Gallardo, S. Alegret, and M. del Valle Application of a potentiometric electronic tongue as a classification tool in food analysis Talanta 66 2005 1303 1309 (Pubitemid 40743618)
    • (2005) Talanta , vol.66 , Issue.5 , pp. 1303-1309
    • Gallardo, J.1    Alegret, S.2    Del Valle, M.3
  • 8
    • 33748962004 scopus 로고    scopus 로고
    • Electronic tongue based on an array of metallic potentiometric sensors
    • DOI 10.1016/j.talanta.2006.02.014, PII S003991400600141X, A collection of Papers Presented at the 1st Workshop of the European Union: Analysis and Removal of Contaminants from Wastewaters for the Implementation of the Water Framework Directive 1st EMCO 2005
    • L. Lvova, E. Martinelli, E. Mazzone, A. Pede, R. Paolesse, C. Di Natale, and A. D'Amico Electronic tongue based on an array of metallic potentiometric sensors Talanta 70 2006 833 839 (Pubitemid 44442370)
    • (2006) Talanta , vol.70 , Issue.4 , pp. 833-839
    • Lvova, L.1    Martinelli, E.2    Mazzone, E.3    Pede, A.4    Paolesse, R.5    Di Natale, C.6    D'Amico, A.7
  • 11
    • 77951119228 scopus 로고    scopus 로고
    • Embedded electronics nose and supporting software tool for its parameter optimization
    • B.A. Botre, D.C. Gharpure, and A.D. Shaligram Embedded electronics nose and supporting software tool for its parameter optimization Sensors and Actuators B 146 2010 453 459
    • (2010) Sensors and Actuators B , vol.146 , pp. 453-459
    • Botre, B.A.1    Gharpure, D.C.2    Shaligram, A.D.3
  • 13
    • 0033065063 scopus 로고    scopus 로고
    • A comparison study of chemical sensor array pattern recognition algorithms
    • DOI 10.1016/S0003-2670(98)00780-6, PII S0003267098007806
    • R.E. Shaffer, S.L. Rose-Pehrsson, and R.A. McGill A comparison study of chemical sensor array pattern recognition algorithms Analytica Chimica Acta 384 1999 305 317 (Pubitemid 29129504)
    • (1999) Analytica Chimica Acta , vol.384 , Issue.3 , pp. 305-317
    • Shaffer, R.E.1    Rose-Pehrsson, S.L.2    McGill, R.A.3
  • 14
    • 0342871690 scopus 로고    scopus 로고
    • Introduction to multi-layer feed-forward neural networks
    • DOI 10.1016/S0169-7439(97)00061-0, PII S0169743997000610
    • D. Svozil, V. Kvasnicka, and J. Pospichal Introduction to multi-layer feed-forward neural networks Chemometrics and Intelligent Laboratory Systems. 39 1997 43 62 (Pubitemid 27512840)
    • (1997) Chemometrics and Intelligent Laboratory Systems , vol.39 , Issue.1 , pp. 43-62
    • Svozil, D.1    Kvasnicka, V.2    Pospichal, J.3
  • 17
    • 0000714421 scopus 로고    scopus 로고
    • Differentiation of Soy Sauce by Pattern Recognition Analysis of Mid- and Near-IR Spectra
    • DOI 10.1006/jfca.1999.0822, PII S0889157599908220
    • K. Iizuka, and T. Aishima Differentiation of soy sauce by pattern recognition analysis of mid- and near-IR spectra Journal of Food Composition and Analysis 12 1999 197 209 (Pubitemid 129567870)
    • (1999) Journal of Food Composition and Analysis , vol.12 , Issue.3 , pp. 197-209
    • Iizuka, K.1    Aishima, T.2
  • 20
    • 33749583432 scopus 로고    scopus 로고
    • Electronic tongue for qualitative analysis of aqueous solutions of salts using thick-film technology and metal electrodes
    • L. Gil, E. Garcia-Breijo, J. Ibañez, R.H. Labrador, E. Llobet, R. Mantínez-Mañez, and J. Soto Electronic tongue for qualitative analysis of aqueous solutions of salts using thick-film technology and metal electrodes Sensor 6 2006 1128 1138 (Pubitemid 44533743)
    • (2006) Sensors , vol.6 , Issue.9 , pp. 1128-1138
    • Gil, L.1    Garcia-Breijo, E.2    Ibanez, J.3    Labrador, R.H.4    Llobet, E.5    Martinez-Manez, R.6    Soto, J.7
  • 21
    • 22644433769 scopus 로고    scopus 로고
    • Self-organizing maps for embedded processor selection
    • DOI 10.1016/j.micpro.2004.11.001, PII S0141933104001620
    • B. Martín-del-Brío, A. Bono-Nuez, and N. Medrano-Marqués Self-organizing maps for embedded processor selection Microprocessors and Microsystems 29 2005 307 315 (Pubitemid 41023805)
    • (2005) Microprocessors and Microsystems , vol.29 , Issue.7 , pp. 307-315
    • Martin-Del-Brio, B.1    Bono-Nuez, A.2    Medrano-Marques, N.3
  • 22
    • 84973857317 scopus 로고
    • ART2: Self-organization of stable category recognition codes for analog input patterns
    • G.A. Carpenter, and S. Gossberg ART2: self-organization of stable category recognition codes for analog input patterns Applied Optics 26 1987 4919 4930
    • (1987) Applied Optics , vol.26 , pp. 4919-4930
    • Carpenter, G.A.1    Gossberg, S.2
  • 24
    • 0002654241 scopus 로고
    • ARTMAP: A synthesis of neural networks and fuzzy logic for supervised categorization and nonstationary prediction
    • R.R. Yager, L.A. Zadeh, Neural Networks and Soft Computing Van Nostrand-Reinhold/New York
    • G.A. Carpenter, S. Grossberg, and Fuzzy ARTMAP: a synthesis of neural networks and fuzzy logic for supervised categorization and nonstationary prediction R.R. Yager, L.A. Zadeh, Fuzzy Sets 1994 Neural Networks and Soft Computing Van Nostrand-Reinhold/New York 126 165
    • (1994) Fuzzy Sets , pp. 126-165
    • Carpenter, G.A.1    Grossberg, S.2    Fuzzy3
  • 25
    • 0342871690 scopus 로고    scopus 로고
    • Introduction to multi-layer feed-forward neural networks
    • DOI 10.1016/S0169-7439(97)00061-0, PII S0169743997000610
    • D. Svozil, V. Kvasnicka, and J. Pospichal Introduction to multi-layer feed-forward neural networks Chemometrics and Intelligent Laboratory Systems 39 1997 43 62 (Pubitemid 27512840)
    • (1997) Chemometrics and Intelligent Laboratory Systems , vol.39 , Issue.1 , pp. 43-62
    • Svozil, D.1    Kvasnicka, V.2    Pospichal, J.3
  • 33
    • 33748331505 scopus 로고    scopus 로고
    • Evaluation of different storage conditions of extra virgin olive oils with an innovative recognition tool built by means of electronic nose and electronic tongue
    • DOI 10.1016/j.foodchem.2006.02.005, PII S0308814606001129
    • M.S. Cosio, D. Ballabio, S. Benedetti, and C. Gigliotti Evaluation of different storage conditions of extra virgin olive oils with an innovative recognition tool built by means of electronic nose and electronic tongue Food Chemistry 101 2007 485 491 (Pubitemid 44333182)
    • (2007) Food Chemistry , vol.101 , Issue.2 , pp. 485-491
    • Cosio, M.S.1    Ballabio, D.2    Benedetti, S.3    Gigliotti, C.4
  • 36
    • 79956069863 scopus 로고    scopus 로고
    • An investigation into the effect of fabrication parameter variation on the characteristics of screen-printed thick-film silver/silver chloride reference electrodes
    • J.K. Atkinson, M. Glanc, P. Boltryk, M. Sophocleous, and E. Garcia-Breijo An investigation into the effect of fabrication parameter variation on the characteristics of screen-printed thick-film silver/silver chloride reference electrodes Microelectronics International 28 2 2011 49 52
    • (2011) Microelectronics International , vol.28 , Issue.2 , pp. 49-52
    • Atkinson, J.K.1    Glanc, M.2    Boltryk, P.3    Sophocleous, M.4    Garcia-Breijo, E.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.