메뉴 건너뛰기




Volumn 11, Issue 1, 2011, Pages 485-505

A wireless electronic nose system using a Fe2O3 gas sensing array and least squares support vector regression

Author keywords

Combustible gas detection; DSP; Fe2O3; Gas sensor; Humidity insensitivity; Least square support vector regression; Wireless electronic nose

Indexed keywords

FERRIC ION; FERRIC OXIDE; HYDROGEN; METHANE;

EID: 79251620119     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s110100485     Document Type: Article
Times cited : (51)

References (45)
  • 3
    • 6344290467 scopus 로고    scopus 로고
    • 2 gas sensing array for combustible and explosive gas leakage recognition
    • Lee, D.; Lee, D.; Ban, S.; Lee, M.; Kim, Y. SnO2 gas sensing array for combustible and explosive gas leakage recognition. IEEE Sens. J. 2002, 2, 140-149.
    • (2002) IEEE Sens. J , vol.2 , pp. 140-149
    • Lee, D.1    Lee, D.2    Ban, S.3    Lee, M.4    Kim, Y.5
  • 4
    • 0000575327 scopus 로고    scopus 로고
    • Environmental gas sensors
    • Lee, D.; Lee, D. Environmental gas sensors. IEEE Sens. J. 2001, 1, 214-224.
    • (2001) IEEE Sens. J , vol.1 , pp. 214-224
    • Lee, D.1    Lee, D.2
  • 5
    • 40449096268 scopus 로고    scopus 로고
    • Electronic nose: Current status and future trends
    • Rock, F.; Barsan, N.; Weimar, U. Electronic nose: Current status and future trends. Chem. Rev. 2008, 108, 705-725.
    • (2008) Chem. Rev , vol.108 , pp. 705-725
    • Rock, F.1    Barsan, N.2    Weimar, U.3
  • 7
    • 40849094760 scopus 로고    scopus 로고
    • Electronic nose based on metal oxide semiconductor sensors as an alternative technique for the spoilage classification of red meat
    • El Barbri, N.; Llobet, E.; El Bari, N.; Correig, X.; Bouchikhi, B. Electronic nose based on metal oxide semiconductor sensors as an alternative technique for the spoilage classification of red meat. Sensors 2008, 8, 142-156.
    • (2008) Sensors , vol.8 , pp. 142-156
    • El Barbri, N.1    Llobet, E.2    El Bari, N.3    Correig, X.4    Bouchikhi, B.5
  • 8
    • 63849199787 scopus 로고    scopus 로고
    • Least square regression method for estimating gas concentration in an electronic nose system
    • Khallaf, W.; Pace, C.; Gaudioso, M. Least square regression method for estimating gas concentration in an electronic nose system. Sensors 2009, 9, 1678-1691.
    • (2009) Sensors , vol.9 , pp. 1678-1691
    • Khallaf, W.1    Pace, C.2    Gaudioso, M.3
  • 9
    • 49549119574 scopus 로고    scopus 로고
    • Wireless electronic nose system for real-time quantitative analysis of gas mixtures using micro-gas sensor array and neuro-fuzzy network
    • Cho, J.H.; Kim, Y.W.; Na, K.J; Jeon, G.J. Wireless electronic nose system for real-time quantitative analysis of gas mixtures using micro-gas sensor array and neuro-fuzzy network. Sens. Actuat. B 2008, 134, 104-111.
    • (2008) Sens. Actuat. B , vol.134 , pp. 104-111
    • Cho, J.H.1    Kim, Y.W.2    Na, K.J.3    Jeon, G.J.4
  • 11
    • 33846302024 scopus 로고    scopus 로고
    • Monitoring chemical plumes in an environmental sensing chamber with a wireless chemical sensor network
    • Shepherd, R.; Beirne, S.; Lau, K.T.; Corcoran, B.; Diamond, D. Monitoring chemical plumes in an environmental sensing chamber with a wireless chemical sensor network. Sens. Actuat. B 2007, 121, 142-149.
    • (2007) Sens. Actuat. B , vol.121 , pp. 142-149
    • Shepherd, R.1    Beirne, S.2    Lau, K.T.3    Corcoran, B.4    Diamond, D.5
  • 12
    • 33748297515 scopus 로고    scopus 로고
    • Design and development of a metal oxide based electronic nose for spoilage classification of beef
    • Panigrahi, S.; Balasubramanian, S.; Gub, H.; Logue, C.M.; Marchello, M. Design and development of a metal oxide based electronic nose for spoilage classification of beef. Sens. Actuat. B 2006, 119, 2-14.
    • (2006) Sens. Actuat. B , vol.119 , pp. 2-14
    • Panigrahi, S.1    Balasubramanian, S.2    Gub, H.3    Logue, C.M.4    Marchello, M.5
  • 15
    • 0037185995 scopus 로고    scopus 로고
    • Counteraction of environmental disturbances of electronic nose data by independent component analysis
    • Natale, C.D.; Martinelli, E.; D'Amico, A. Counteraction of environmental disturbances of electronic nose data by independent component analysis. Sens. Actuat. B 2002, 82, 158-165.
    • (2002) Sens. Actuat. B , vol.82 , pp. 158-165
    • Natale, C.D.1    Martinelli, E.2    D'amico, A.3
  • 17
    • 0035156170 scopus 로고    scopus 로고
    • Sensitive, selective and stable tin dioxide thin-films for carbon monoxide and hydrogen sensing in integrated gas sensor array applications
    • Sharma, R.K.; Chan, P.C.H.; Tang, Z.; Yan, G.; Hsing, I.M.; Sin, J.K.O. Sensitive, selective and stable tin dioxide thin-films for carbon monoxide and hydrogen sensing in integrated gas sensor array applications. Sens. Actuat. B 2001, 72, 160-166.
    • (2001) Sens. Actuat. B , vol.72 , pp. 160-166
    • Sharma, R.K.1    Chan, P.C.H.2    Tang, Z.3    Yan, G.4    Hsing, I.M.5    Sin, J.K.O.6
  • 18
    • 63749128281 scopus 로고    scopus 로고
    • Improving humidity selectivity in formaldehyde gas sensing by a two-sensor array made of Ga-doped ZnO
    • Han, N.; Tian, Y.; Wu, X.; Chen, Y. Improving humidity selectivity in formaldehyde gas sensing by a two-sensor array made of Ga-doped ZnO. Sens. Actuat. B 2009, 138, 228-235.
    • (2009) Sens. Actuat. B , vol.138 , pp. 228-235
    • Han, N.1    Tian, Y.2    Wu, X.3    Chen, Y.4
  • 19
    • 79251643874 scopus 로고    scopus 로고
    • Figaro Gas Sensor Company: Osaka, Japan
    • General Information for TGS Sensors; Figaro Gas Sensor Company: Osaka, Japan, 2000.
    • (2000) General Information For TGS Sensors
  • 20
    • 41549149658 scopus 로고    scopus 로고
    • Characterisation of humidity dependence of a metal oxide semiconductor sensor array using partial least squares
    • Sohn, J.H.; Atzeni, M.; Zeller, L.; Pioggia, G. Characterisation of humidity dependence of a metal oxide semiconductor sensor array using partial least squares. Sens. Actuat. B 2008, 131, 230-235.
    • (2008) Sens. Actuat. B , vol.131 , pp. 230-235
    • Sohn, J.H.1    Atzeni, M.2    Zeller, L.3    Pioggia, G.4
  • 21
    • 70849090937 scopus 로고    scopus 로고
    • A novel neural network-based technique for smart gas sensors operating in a dynamic environment
    • Baha, H.; Dibi, Z. A novel neural network-based technique for smart gas sensors operating in a dynamic environment. Sensors 2009, 9, 8944-8960.
    • (2009) Sensors , vol.9 , pp. 8944-8960
    • Baha, H.1    Dibi, Z.2
  • 23
    • 49149088599 scopus 로고    scopus 로고
    • Morphology controllable synthesis of α-Fe2O3 1D nanostructurs: Growth mechanism and nanodevice based on single nanowire
    • Liao, L.; Zheng, Z.; Yan, B.; Zhang, J.X.; Gong, H.; Li, J.C.; Liu, C.; Shen, Z.X.; Yu, T. Morphology controllable synthesis of α-Fe2O3 1D nanostructurs: Growth mechanism and nanodevice based on single nanowire. J. Phys. Chem. C 2008, 112, 10784-10788.
    • (2008) J. Phys. Chem. C , vol.112 , pp. 10784-10788
    • Liao, L.1    Zheng, Z.2    Yan, B.3    Zhang, J.X.4    Gong, H.5    Li, J.C.6    Liu, C.7    Shen, Z.X.8    Yu, T.9
  • 25
    • 0027608360 scopus 로고
    • 3 gas-sensing thin film
    • Peng, J.; Chai, C.C. A study of the sensing characteristics of Fe2O3 gas-sensing thin film. Sens. Actuat. B 1993, 14, 591-593.
    • (1993) Sens. Actuat. B , vol.14 , pp. 591-593
    • Peng, J.1    Chai, C.C.2
  • 26
    • 29244481148 scopus 로고    scopus 로고
    • 3 by an anhydrous solvent method
    • Jing, Z.; Wang, Y.; Wu, S. Preparation and gas sensing properties of pure and doped gamma-Fe2O3 by an anhydrous solvent method. Sens. Actuat. B 2006, 113, 177-181.
    • (2006) Sens. Actuat. B , vol.113 , pp. 177-181
    • Jing, Z.1    Wang, Y.2    Wu, S.3
  • 27
    • 0026156993 scopus 로고
    • Detection of vapours and odours from a multisensor array using pattern recognition Part 1. Principle component and cluster analysis
    • Gardner, J.W. Detection of vapours and odours from a multisensor array using pattern recognition Part 1. Principle component and cluster analysis. Sens. Actuat. B 1991, 4, 109-115.
    • (1991) Sens. Actuat. B , vol.4 , pp. 109-115
    • Gardner, J.W.1
  • 28
    • 67749147179 scopus 로고    scopus 로고
    • Novel convolution-based signal processing techniques for an artificial olfactory mucosa
    • Gardner, J.W.; Taylor, J.E. Novel convolution-based signal processing techniques for an artificial olfactory mucosa. IEEE Sens. J. 2009, 9, 929-935.
    • (2009) IEEE Sens. J , vol.9 , pp. 929-935
    • Gardner, J.W.1    Taylor, J.E.2
  • 30
    • 0026900015 scopus 로고
    • Detection of vapours and odours from a multisensor array using pattern recognition Part 2. Artificial neural networks
    • Gardner, J.W.; Hines, E.L.; Tang, H.C. Detection of vapours and odours from a multisensor array using pattern recognition Part 2. Artificial neural networks. Sens. Actuat. B 1992, 9, 9-15.
    • (1992) Sens. Actuat. B , vol.9 , pp. 9-15
    • Gardner, J.W.1    Hines, E.L.2    Tang, H.C.3
  • 31
    • 33744551503 scopus 로고    scopus 로고
    • Bayesian learning using gaussian process for gas identification
    • Bermak, A.; Belhouari, S.B. Bayesian learning using gaussian process for gas identification. IEEE Trans. Instrum. Meas. 2006, 55, 787-792.
    • (2006) IEEE Trans. Instrum. Meas , vol.55 , pp. 787-792
    • Bermak, A.1    Belhouari, S.B.2
  • 33
    • 0037207624 scopus 로고    scopus 로고
    • Support vector machines for olfactory signals recognition
    • Distante, C.; Ancona, N.; Siciliano, P. Support vector machines for olfactory signals recognition. Sens. Actuat. B 2003, 88, 30-39.
    • (2003) Sens. Actuat. B , vol.88 , pp. 30-39
    • Distante, C.1    Ancona, N.2    Siciliano, P.3
  • 34
    • 18544377322 scopus 로고    scopus 로고
    • Classification of electronic nose data with support vector machines
    • Pardo, M.; Sberveglieri, G. Classification of electronic nose data with support vector machines. Sens. Actuat. B 2005, 107, 730-737.
    • (2005) Sens. Actuat. B , vol.107 , pp. 730-737
    • Pardo, M.1    Sberveglieri, G.2
  • 35
    • 33747096301 scopus 로고    scopus 로고
    • Identification of gas mixtures by a distributed support vector machine network and wavelet decomposition from temperature modulated semiconductor gas sensor
    • Ge, H.; Liu, J. Identification of gas mixtures by a distributed support vector machine network and wavelet decomposition from temperature modulated semiconductor gas sensor. Sens. Actuat. B 2006, 117, 408-414.
    • (2006) Sens. Actuat. B , vol.117 , pp. 408-414
    • Ge, H.1    Liu, J.2
  • 36
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machines classifiers
    • Suykens, J.A.K.; Vandewale, J. Least squares support vector machines classifiers. Neural Process. Lett. 1999, 9, 293-300.
    • (1999) Neural Process. Lett , vol.9 , pp. 293-300
    • Suykens, J.A.K.1    Vandewale, J.2
  • 37
    • 0033742076 scopus 로고    scopus 로고
    • Least squares support vector machines for classification and nonlinear modeling
    • Suykens, J.A.K. Least squares support vector machines for classification and nonlinear modeling. Neural Network World 2000, 10, 29-47.
    • (2000) Neural Network World , vol.10 , pp. 29-47
    • Suykens, J.A.K.1
  • 38
    • 76249089175 scopus 로고    scopus 로고
    • 3 decorated by Au nanoparticles and their enhanced sensor performance
    • Liu, X.; Zhang, J.; Guo, X.; Wu, S.; Wang, S. Porous α-Fe2O3 decorated by Au nanoparticles and their enhanced sensor performance. Nanotechnology 2010, 21, 095501.
    • (2010) Nanotechnology , vol.21 , pp. 095501
    • Liu, X.1    Zhang, J.2    Guo, X.3    Wu, S.4    Wang, S.5
  • 39
    • 0037452023 scopus 로고    scopus 로고
    • The mechanism of reduction of iron oxide by hydrogen
    • Lin, H.Y.; Chen, Y.W.; Li. C. The mechanism of reduction of iron oxide by hydrogen. Thermochim. Acta 2003, 400, 61-67.
    • (2003) Thermochim. Acta , vol.400 , pp. 61-67
    • Lin, H.Y.1    Chen, Y.W.2
  • 41
    • 58749115727 scopus 로고    scopus 로고
    • Enhanced statistical analysis of nonlinear processes using KPCA, KICA and SVM
    • Zhang, Y. Enhanced statistical analysis of nonlinear processes using KPCA, KICA and SVM. Chem. Eng. Sci. 2009, 64, 801-811.
    • (2009) Chem. Eng. Sci , vol.64 , pp. 801-811
    • Zhang, Y.1
  • 44
    • 67649965358 scopus 로고    scopus 로고
    • Evaluation of a Low Cost Wireless Chemical Sensor Network For Environmental Monitoring
    • Lecce, Italy, 26-29 October
    • Hayes, J.; Beirne, S.; Lau, K.T.; Diamond, D. Evaluation of a low cost wireless chemical sensor network for environmental monitoring. In Proceedings of the IEEE Sensors, Lecce, Italy, 26-29 October 2008; pp. 530-533.
    • (2008) Proceedings of the IEEE Sensors , pp. 530-533
    • Hayes, J.1    Beirne, S.2    Lau, K.T.3    Diamond, D.4
  • 45
    • 0037382208 scopus 로고    scopus 로고
    • Evaluation of simple performance measures for tuning SVM hyperparameters
    • Duan, K.; Keerthi, S.S.; Poo, A.N. Evaluation of simple performance measures for tuning SVM hyperparameters. Neurocomputing 2003, 51, 41-59.
    • (2003) Neurocomputing , vol.51 , pp. 41-59
    • Duan, K.1    Keerthi, S.S.2    Poo, A.N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.