메뉴 건너뛰기




Volumn 22, Issue 5, 2000, Pages 385-404

Neural networks and pattern recognition techniques applied to optical fibre sensors

Author keywords

distributed optical fibre sensors; neural networks; optical fibre sensors; OTDR; pattern recognition

Indexed keywords

COMPUTER SOFTWARE; NEURAL NETWORKS; PATTERN RECOGNITION; PERFORMANCE;

EID: 0034510349     PISSN: 01423312     EISSN: None     Source Type: Journal    
DOI: 10.1177/014233120002200504     Document Type: Article
Times cited : (40)

References (73)
  • 1
    • 84998038901 scopus 로고
    • PhD thesis. UMIST, Manchester.
    • Ahmad, A. 1994: PhD thesis. UMIST, Manchester.
    • (1994)
    • Ahmad, A.1
  • 4
    • 33747536031 scopus 로고    scopus 로고
    • Er-doped fibre based fluorescence thermometry - effects of fibre strain on system performance
    • In White, N. M. and Augousti, A. T. editors
    • Arnaud, A., Sun, T., Zhang, Z. Y. and Grattan, K. T. V. 1999: Er-doped fibre based fluorescence thermometry - effects of fibre strain on system performance. In White, N. M. and Augousti, A. T. editors, Sensors and their applications X, Cardiff, 63-68.
    • (1999) Sensors and their applications X, Cardiff , pp. 63-68
    • Arnaud, A.1    Sun, T.2    Zhang, Z.Y.3    Grattan, K.T.V.4
  • 5
    • 0016994154 scopus 로고
    • Fiber waveguides: a novel technique for investigating attenuation characteristics
    • Barnoski, M. K. and Jensen, S. N. 1976: Fiber waveguides: a novel technique for investigating attenuation characteristics. Applied Optics 15, 2112-2115.
    • (1976) Applied Optics , vol.15 , pp. 2112-2115
    • Barnoski, M.K.1    Jensen, S.N.2
  • 6
    • 0025543520 scopus 로고
    • An electronic high-pressure measuring system using a polarimetric fibre-optic sensor
    • Barwicz, A. and Bock, W. J. 1990: An electronic high-pressure measuring system using a polarimetric fibre-optic sensor. IEEE Transactions in Instrumentation and Measurement 39, 976-981.
    • (1990) IEEE Transactions in Instrumentation and Measurement , vol.39 , pp. 976-981
    • Barwicz, A.1    Bock, W.J.2
  • 7
    • 0004630336 scopus 로고
    • Generalising backpropagation to computation
    • Proceedings of the AIP: Neural Networks for Computing. American Institute of Physics, New York
    • Baum, E. 1986: Generalising backpropagation to computation. Proceedings of the AIP: Neural Networks for Computing. American Institute of Physics, New York, 47-52.
    • (1986) , pp. 47-52
    • Baum, E.1
  • 13
    • 11644261029 scopus 로고
    • Temperature-compensated fibre-optic strain sensor based on polarisation-rotated reflection
    • Fibre optic smart structures and skins III
    • Broc, W. J. and Wolinski, T. R. 1990: Temperature-compensated fibre-optic strain sensor based on polarisation-rotated reflection. SPIE, vol. 1370, Fibre optic smart structures and skins III; 189-196.
    • (1990) SPIE , vol.1370 , pp. 189-196
    • Broc, W.J.1    Wolinski, T.R.2
  • 14
    • 0027614512 scopus 로고
    • A fibre optic 3- D analogue probe for component scanning on co-ordinate measuring machines
    • Butler, C. and Yang, Q. 1993: A fibre optic 3- D analogue probe for component scanning on co-ordinate measuring machines. Sensors and Actuators A, 37-38, 473-479.
    • (1993) Sensors and Actuators A , vol.37-38 , pp. 473-479
    • Butler, C.1    Yang, Q.2
  • 15
    • 0032095318 scopus 로고    scopus 로고
    • Simultaneous measurement of temperature and strain: an artificial neural network approach
    • Chan, C. C., Jin, W., Rad, A. B. and Demokan, M. S. 1998: Simultaneous measurement of temperature and strain: an artificial neural network approach. IEEE Photonics Technology Letters 10, 854-856.
    • (1998) IEEE Photonics Technology Letters , vol.10 , pp. 854-856
    • Chan, C.C.1    Jin, W.2    Rad, A.B.3    Demokan, M.S.4
  • 16
    • 0022026845 scopus 로고
    • Fiber optic sensors: an overview
    • Davis, M. C. 1985: Fiber optic sensors: an overview. Optical Engineering 24, 347-351.
    • (1985) Optical Engineering , vol.24 , pp. 347-351
    • Davis, M.C.1
  • 17
    • 0029222170 scopus 로고
    • Neural processing in an electronic odour sensing system
    • Proceedings of the 4th International Conference on Artificial Neural Networks. IEE
    • Corcoran, P. and Lowery, P. 1995: Neural processing in an electronic odour sensing system. Proceedings of the 4th International Conference on Artificial Neural Networks. IEE, 415-420.
    • (1995) , pp. 415-420
    • Corcoran, P.1    Lowery, P.2
  • 18
    • 0346410179 scopus 로고    scopus 로고
    • Optimal configuration of a thermally cycled gas sensor array with neural network pattern recognition
    • Corcoran, P., Lowery, P. and Anglesea, J. 1998: Optimal configuration of a thermally cycled gas sensor array with neural network pattern recognition. Sensors and Actuators B 48, 448-455.
    • (1998) Sensors and Actuators B , vol.48 , pp. 448-455
    • Corcoran, P.1    Lowery, P.2    Anglesea, J.3
  • 19
    • 0021755303 scopus 로고
    • Compensated polarimetric sensor using polarisation-maintaining fibre in a differential configuration
    • Dakin, J. P. and Wade, C. A. 1984: Compensated polarimetric sensor using polarisation-maintaining fibre in a differential configuration. Electronics Letters 20, 51-53.
    • (1984) Electronics Letters , vol.20 , pp. 51-53
    • Dakin, J.P.1    Wade, C.A.2
  • 20
    • 0029346225 scopus 로고
    • A novel technique for optical fibre pH sensing based on methylene blue adsorption
    • Deboux, B., Lewis, E., Scully, P. and Edwards, R. 1995: A novel technique for optical fibre pH sensing based on methylene blue adsorption. IEEE Journal of Lightwave Technology 13, 1407-1415.
    • (1995) IEEE Journal of Lightwave Technology , vol.13 , pp. 1407-1415
    • Deboux, B.1    Lewis, E.2    Scully, P.3    Edwards, R.4
  • 21
    • 33747582563 scopus 로고    scopus 로고
    • A time division multiplexed multi-wavelength optical fibre pH sensor. OFS-11: Advanced Sensing Photonics
    • Proceedings of the International Conference on Optical Fibre Sensors (OFS 11), Sapporo, Hokkaido, Japan, 21-24 May 1996
    • Deboux, B. J.-C., Lewis, E., Scully, P. J. and Edwards, R. 1996: A time division multiplexed multi-wavelength optical fibre pH sensor. OFS-11: Advanced Sensing Photonics. Proceedings of the International Conference on Optical Fibre Sensors (OFS 11), Sapporo, Hokkaido, Japan, 21-24 May 1996, 466-469.
    • (1996) , pp. 466-469
    • Deboux, B.J.-C.1    Lewis, E.2    Scully, P.J.3    Edwards, R.4
  • 24
    • 0032136441 scopus 로고    scopus 로고
    • Detecting impact damage in a composite material with an optical fibre vibration sensor system
    • Doyle, C. and Fernando, G. 1998: Detecting impact damage in a composite material with an optical fibre vibration sensor system. Smart Materials Structure 7, 543-549.
    • (1998) Smart Materials Structure , vol.7 , pp. 543-549
    • Doyle, C.1    Fernando, G.2
  • 25
    • 0029767218 scopus 로고    scopus 로고
    • An intensity-based fibre optic vibration sensor
    • Doyle, C. and Fernando, G. 1996: An intensity-based fibre optic vibration sensor. Proceedings of the SPIE 2718, 94-104.
    • (1996) Proceedings of the SPIE , vol.2718 , pp. 94-104
    • Doyle, C.1    Fernando, G.2
  • 26
    • 33747548694 scopus 로고    scopus 로고
    • Pattern recognition in automated test systems using neural network and fuzzy logic
    • 15th International Conference on Production Research, University of Limerick, 9-13 August, Limerick
    • Ewald, H. 1999: Pattern recognition in automated test systems using neural network and fuzzy logic. 15th International Conference on Production Research, University of Limerick, 9-13 August, Limerick, 1595-1598.
    • (1999) , pp. 1595-1598
    • Ewald, H.1
  • 29
    • 84998158786 scopus 로고
    • PhD Thesis, UMIST, Manchester.
    • Geustrin, H. 1992: PhD Thesis, UMIST, Manchester.
    • (1992)
    • Geustrin, H.1
  • 30
    • 0028731434 scopus 로고
    • Non-incremental interferometric fibre-optic measurement method for simultaneous detection of temperature and strain
    • Gusmeroli, V. and Martinelli, M. 1994: Non-incremental interferometric fibre-optic measurement method for simultaneous detection of temperature and strain. Optics Letters 19, 2164-2166.
    • (1994) Optics Letters , vol.19 , pp. 2164-2166
    • Gusmeroli, V.1    Martinelli, M.2
  • 32
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M. and White, H. 1989: Multilayer feedforward networks are universal approximators. Neural Networks 2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 33
    • 0030385208 scopus 로고    scopus 로고
    • Application of distributed fibre optic sensing in mine for methane detection
    • Jiang, H., Shi, Y., Wang, Z. and Wang, Y. 1996: Application of distributed fibre optic sensing in mine for methane detection. SPIE 2895, 90-93.
    • (1996) SPIE , vol.2895 , pp. 90-93
    • Jiang, H.1    Shi, Y.2    Wang, Z.3    Wang, Y.4
  • 36
    • 0029211821 scopus 로고
    • Location of magnitude of impact detection in composite plated using neural network processing
    • Jones, R. T., Sirkis, J. T., Friebele, E. J. and Kersey, A. D. 1995: Location of magnitude of impact detection in composite plated using neural network processing. Proceedings of the SPIE 2444, 469-480.
    • (1995) Proceedings of the SPIE , vol.2444 , pp. 469-480
    • Jones, R.T.1    Sirkis, J.T.2    Friebele, E.J.3    Kersey, A.D.4
  • 37
    • 0029746949 scopus 로고    scopus 로고
    • Impact location, energy, and damage detection in a smart structure
    • Joshi, S. P. 1996: Impact location, energy, and damage detection in a smart structure. Proceedings of the SPIE 2718, 196-202.
    • (1996) Proceedings of the SPIE , vol.2718 , pp. 196-202
    • Joshi, S.P.1
  • 38
    • 0000526148 scopus 로고
    • Multiplexed fibre optic sensors
    • Kersey, A. D. 1992: Multiplexed fibre optic sensors. Proceedings of the SPIE 1797, 161-185.
    • (1992) Proceedings of the SPIE , vol.1797 , pp. 161-185
    • Kersey, A.D.1
  • 39
    • 0030188195 scopus 로고    scopus 로고
    • A review of recent developments in fiber optic sensor technology
    • Kersey, A. D. 1996: A review of recent developments in fiber optic sensor technology. Optical Fiber Technology 2, 291-317.
    • (1996) Optical Fiber Technology , vol.2 , pp. 291-317
    • Kersey, A.D.1
  • 40
    • 0024037064 scopus 로고
    • Distributed and multiplexed fiber optic sensor systems
    • Kersey, A. D. and Dandridge, A. 1988: Distributed and multiplexed fiber optic sensor systems. Journal of the IERE 58, S99-S99.
    • (1988) Journal of the IERE , vol.58 , pp. S99
    • Kersey, A.D.1    Dandridge, A.2
  • 41
    • 0003410791 scopus 로고
    • Berlin: Springer LabVIEW GPIB and Serial Port VI Reference Manual 1993: Part No. 320537-01
    • Kohonen, T. 1995: Self organizing maps. Berlin: Springer, 175-189. LabVIEW GPIB and Serial Port VI Reference Manual 1993: Part No. 320537-01.
    • (1995) Self organizing maps , pp. 175-189
    • Kohonen, T.1
  • 43
    • 0026373263 scopus 로고
    • Distributed and multiplexed chemical fiber optic sensors
    • Lieberman, R. A. 1991: Distributed and multiplexed chemical fiber optic sensors. SPIE 1586, 80-91.
    • (1991) SPIE , vol.1586 , pp. 80-91
    • Lieberman, R.A.1
  • 46
    • 84998073854 scopus 로고    scopus 로고
    • A multi-point optical fibre distributed sensor based on pattern recognition
    • Proceedings 2nd Wismar International Symposium on Automisation and Control, Germany: Wismar
    • Lyons, W. B., Ewald, H. and Lewis, E. 1999a: A multi-point optical fibre distributed sensor based on pattern recognition. Proceedings 2nd Wismar International Symposium on Automisation and Control, Germany: Wismar.
    • (1999)
    • Lyons, W.B.1    Ewald, H.2    Lewis, E.3
  • 47
    • 84998073854 scopus 로고    scopus 로고
    • An optical fibre distributed sensor based on pattern recognition
    • Proceedings ICPR 15, Limerick, Ireland
    • Lyons, W. B., Ewald, H. and Lewis, E. 1999b: An optical fibre distributed sensor based on pattern recognition. Proceedings ICPR 15, Limerick, Ireland, 1591-1594.
    • (1999) , pp. 1591-1594
    • Lyons, W.B.1    Ewald, H.2    Lewis, E.3
  • 48
    • 0032035554 scopus 로고    scopus 로고
    • Neural network based method of calibration and measurand reconstruction for a high-pressure measuring system
    • Massicotte, D., Legendre, S. and Barwiez, A. 1998: Neural network based method of calibration and measurand reconstruction for a high-pressure measuring system. IEEE Transactions on Instrumentation and Measurement 47, 362-370.
    • (1998) IEEE Transactions on Instrumentation and Measurement , vol.47 , pp. 362-370
    • Massicotte, D.1    Legendre, S.2    Barwiez, A.3
  • 49
    • 51249194645 scopus 로고
    • A logical calculus of the ideas imminent in nervous activity
    • McCulloch, W. S. and Pitts, W. 1943: A logical calculus of the ideas imminent in nervous activity. Bulletin of Mathematical Biophysics 5, 115-133.
    • (1943) Bulletin of Mathematical Biophysics , vol.5 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.2
  • 52
    • 0004618641 scopus 로고
    • The emergence of generalisation in networks with constrained representation
    • Proceedings of the IEEE International Conference on Neural Networks
    • Psaltis, D. and Neifield, M. 1988: The emergence of generalisation in networks with constrained representation. Proceedings of the IEEE International Conference on Neural Networks, Vol. 1, 317-378.
    • (1988) , vol.1 , pp. 317-378
    • Psaltis, D.1    Neifield, M.2
  • 54
    • 0029760038 scopus 로고    scopus 로고
    • Fibre optic sensors for environmental monitoring
    • Rogers, K. R. and Poziomek, E. J. 1996: Fibre optic sensors for environmental monitoring. Chemosphere 33, 1151-1174.
    • (1996) Chemosphere , vol.33 , pp. 1151-1174
    • Rogers, K.R.1    Poziomek, E.J.2
  • 56
    • 0029234324 scopus 로고
    • Location of impacts on composite panels by embedding fibre optic sensors and neural network processing
    • Schindler, P. M., May, R. G., Claus, R. O. and Shaw, J. K. 1995: Location of impacts on composite panels by embedding fibre optic sensors and neural network processing. Proceedings of the SPIE 2444, 481-489.
    • (1995) Proceedings of the SPIE , vol.2444 , pp. 481-489
    • Schindler, P.M.1    May, R.G.2    Claus, R.O.3    Shaw, J.K.4
  • 59
    • 0030606841 scopus 로고    scopus 로고
    • Extending the response range of an optical fibre pH sensor using artificial neural network
    • Taib, M. N., Andres, R. and Narayanaswamy, R. 1996: Extending the response range of an optical fibre pH sensor using artificial neural network. Analytica Chimica Acta 330, 31-40.
    • (1996) Analytica Chimica Acta , vol.330 , pp. 31-40
    • Taib, M.N.1    Andres, R.2    Narayanaswamy, R.3
  • 60
    • 0029359715 scopus 로고
    • An overview of fiber-optic sensors
    • Udd, E. 1995: An overview of fiber-optic sensors. Review of Scientific Instrumentation 66, 4015-4030.
    • (1995) Review of Scientific Instrumentation , vol.66 , pp. 4015-4030
    • Udd, E.1
  • 61
    • 0032584264 scopus 로고    scopus 로고
    • Plastic material identification with spectroscopic near infrared imaging an artificial neural networks
    • Van den Broek, W. H. A. M., Wienke, D., Melssen, W. J. and Buydens, L. M. C. 1998: Plastic material identification with spectroscopic near infrared imaging an artificial neural networks. Analytica Chimica Acta 361, 161-176.
    • (1998) Analytica Chimica Acta , vol.361 , pp. 161-176
    • Van den Broek, W.H.A.M.1    Wienke, D.2    Melssen, W.J.3    Buydens, L.M.C.4
  • 64
    • 0026844706 scopus 로고
    • An ultrasonic visual sensor for 3-dimensional object recognition using neural networks
    • Watanabe, S. and Yoneyama, M. 1992: An ultrasonic visual sensor for 3-dimensional object recognition using neural networks. IEEE Transactions on Robotics and Automation ROB-8, 240-249.
    • (1992) IEEE Transactions on Robotics and Automation , vol.ROB-8 , pp. 240-249
    • Watanabe, S.1    Yoneyama, M.2
  • 67
    • 33747562057 scopus 로고
    • A 3-D fibre optic position sensor
    • Proceedings of the International Conference on Optical Fibre Sensors in China OFS(C) '91
    • Yang, Q. and Butler, C. 1991: A 3-D fibre optic position sensor. Proceedings of the International Conference on Optical Fibre Sensors in China OFS(C) '91, 558-563.
    • (1991) , pp. 558-563
    • Yang, Q.1    Butler, C.2
  • 68
    • 0028409316 scopus 로고
    • Sensor signal processing using neural networks for a 3-D fibre-optic position sensor
    • Yang, Q. and Butler, C. 1994: Sensor signal processing using neural networks for a 3-D fibre-optic position sensor. Sensors and Actuators A 41-42, 103-109.
    • (1994) Sensors and Actuators A , vol.41-42 , pp. 103-109
    • Yang, Q.1    Butler, C.2
  • 69
    • 0030041882 scopus 로고    scopus 로고
    • Determining the characteristics of water pollutants by neural sensors and pattern recognition methods
    • Yatsenko, V. 1996: Determining the characteristics of water pollutants by neural sensors and pattern recognition methods. Journal of Chromatography A 722, 233-243.
    • (1996) Journal of Chromatography A , vol.722 , pp. 233-243
    • Yatsenko, V.1
  • 70
    • 0031619615 scopus 로고    scopus 로고
    • An optical method and neural network for surface roughness measurement
    • Yilbas, Z. and Hashmi, M. S. J. 1998: An optical method and neural network for surface roughness measurement. Optics and Lasers in Engineering 29, 1-15.
    • (1998) Optics and Lasers in Engineering , vol.29 , pp. 1-15
    • Yilbas, Z.1    Hashmi, M.S.J.2
  • 71
    • 0010634484 scopus 로고    scopus 로고
    • A novel optical fibre sensor for turbidity measurement
    • Applied Optics Division Conference, Institute of Physics, Reading
    • Zhang, F. H., Scully, P. J. and Lewis, E. 1996: A novel optical fibre sensor for turbidity measurement. Applied Optics Division Conference, Institute of Physics, Reading, 370-373.
    • (1996) , pp. 370-373
    • Zhang, F.H.1    Scully, P.J.2    Lewis, E.3
  • 73
    • 0029756372 scopus 로고    scopus 로고
    • Applications of neural networks for aerospace related technologies
    • Proceedings of the IEEE Aerospace Applications Conference, Aspen, Colorado, 3-10 February
    • Zurada, J. M. 1996: Applications of neural networks for aerospace related technologies. Proceedings of the IEEE Aerospace Applications Conference, Aspen, Colorado, 3-10 February, 279-286.
    • (1996) , pp. 279-286
    • Zurada, J.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.