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Volumn 12, Issue 2, 2012, Pages 1468-1481

Performance study of the application of artificial neural networks to the completion and prediction of data retrieved by underwater sensors

Author keywords

Artificial intelligence; Artificial neural networks; Data completion; Data prediction; Underwater sensors

Indexed keywords

WATER;

EID: 84857530416     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s120201468     Document Type: Article
Times cited : (20)

References (38)
  • 1
    • 70350028488 scopus 로고    scopus 로고
    • Energy balanced strategies for maximizing the lifetime of sparsely deployed underwater acoustic sensor networks
    • Luo, H.J.; Guo, Z.W.; Wu, K.S.; Hong, F.; Feng, Y. Energy balanced strategies for maximizing the lifetime of sparsely deployed underwater acoustic sensor networks. Sensors 2009, 9, 6626-6651.
    • (2009) Sensors , vol.9 , pp. 6626-6651
    • Luo, H.J.1    Guo, Z.W.2    Wu, K.S.3    Hong, F.4    Feng, Y.5
  • 2
    • 79953296902 scopus 로고    scopus 로고
    • ECS Efficient communication scheduling for underwater sensor networks
    • Hong, L.; Hong, F.; Guo, Z.W.; Li, Z.B. ECS: Efficient communication scheduling for underwater sensor networks. Sensors 2011, 11, 2920-2938.
    • (2011) Sensors , vol.11 , pp. 2920-2938
    • Hong, L.1    Hong, F.2    Guo, Z.W.3    Li, Z.B.4
  • 3
    • 77953681757 scopus 로고    scopus 로고
    • A multi-fault diagnosis method for sensor systems based on principle component analysis
    • Zhu, D.Q.; Bai, J.; Yang, S.X. A multi-fault diagnosis method for sensor systems based on principle component analysis. Sensors 2010, 10, 241-253.
    • (2010) Sensors , vol.10 , pp. 241-253
    • Zhu, D.Q.1    Bai, J.2    Yang, S.X.3
  • 6
    • 0033831841 scopus 로고    scopus 로고
    • Impact of sea level assimilation on salinity variability in the western equatorial pacific
    • Vossepoel, F.C.; Behringer, D.W. Impact of sea level assimilation on salinity variability in the western equatorial pacific. J. Phys. Oceanogr. 2000, 30, 1706-1721.
    • (2000) J. Phys. Oceanogr , vol.30 , pp. 1706-1721
    • Vossepoel, F.C.1    Behringer, D.W.2
  • 7
    • 14644440232 scopus 로고    scopus 로고
    • Sea surface temperature sensitivity to water turbidity from simulations of the turbid Black Sea using HYCOM
    • Kara, A.B.; Wallcraft, A.J.; Hurlburt, H.E. Sea surface temperature sensitivity to water turbidity from simulations of the turbid Black Sea using HYCOM. J. Phys. Oceanogr. 2005, 35, 33-54.
    • (2005) J. Phys. Oceanogr , vol.35 , pp. 33-54
    • Kara, A.B.1    Wallcraft, A.J.2    Hurlburt, H.E.3
  • 8
    • 0033502786 scopus 로고    scopus 로고
    • A geometrical approach to the surface-fitting problem in underwater three-dimensional acoustic images
    • Murino, V.; Trucco, A. A geometrical approach to the surface-fitting problem in underwater three-dimensional acoustic images. Meas. Sci. Technol. 1999, 10, 1135-1141.
    • (1999) Meas. Sci. Technol , vol.10 , pp. 1135-1141
    • Murino, V.1    Trucco, A.2
  • 9
    • 50449109154 scopus 로고    scopus 로고
    • Application of a Real-Time Underwater Surveillance Camera in Monitoring of Fish Assemblages on a Shallow Coral Communities in a Marine Park
    • Vancouver, BC, Canada, 29 September-4 October
    • Lam, K.; Bradbeer, R.S.; Shin, P.K.S.; Ku, K.K.K.; Hodgson, P. Application of a Real-Time Underwater Surveillance Camera in Monitoring of Fish Assemblages on a Shallow Coral Communities in a Marine Park. In Proceedings of the OCEANS, Vancouver, BC, Canada, 29 September-4 October 2007; pp. 1-7.
    • (2007) Proceedings of the OCEANS , pp. 1-7
    • Lam, K.1    Bradbeer, R.S.2    Shin, P.K.S.3    Ku, K.K.K.4    Hodgson, P.5
  • 10
    • 77952520557 scopus 로고    scopus 로고
    • Underwater image processing: State of the art of restoration and image enhancement method
    • doi:10.1155/2010/746052
    • Raimondo, S.; Silvia, C. Underwater image processing: State of the art of restoration and image enhancement methods. EURASIP J. Adv. Signal Process. 2010, 2010, doi:10.1155/2010/746052.
    • (2010) EURASIP J. Adv. Signal Process , pp. 2010
    • Raimondo, S.1    Silvia, C.2
  • 11
    • 77954656565 scopus 로고    scopus 로고
    • Remote sensing of water depths in shallow waters via artificial neural networks
    • Ceyhun, Ö Yalçin, A. Remote sensing of water depths in shallow waters via artificial neural networks. Estuar. Coast. Shelf Sci. 2010, 89, 89-96.
    • (2010) Estuar. Coast. Shelf Sci , vol.89 , pp. 89-96
    • Ceyhun, Ö.1    Yalçin, A.2
  • 12
    • 0034847598 scopus 로고    scopus 로고
    • A hybrid artificial neural network as a software sensor for optimal control of a wastewater treatment process
    • Choi, D.-J.; Park, H. A hybrid artificial neural network as a software sensor for optimal control of a wastewater treatment process. Water Res. 2001, 35, 16, 3959-3967.
    • (2001) Water Res , vol.35 , Issue.16 , pp. 3959-3967
    • Choi, D.-J.1    Park, H.2
  • 13
    • 0033563923 scopus 로고    scopus 로고
    • Neural network for emulation of an inverse model operational derivation of Case II water properties from MERIS data
    • doi:10.1080/014311699212443
    • Schiller, H.; Doerffer, R. Neural network for emulation of an inverse model operational derivation of Case II water properties from MERIS data. Int. J. Remote Sens. 1999, 20, doi:10.1080/014311699212443.
    • (1999) Int. J. Remote Sens , pp. 20
    • Schiller, H.1    Doerffer, R.2
  • 14
    • 0036330344 scopus 로고    scopus 로고
    • Application of an empirical neural network to surface water quality estimation in the Gulf of Finland using combined optical data and microwave data
    • Zhang, Y.Z.; Pulliainen, J.; Koponen, S.; Hallikainen, M. Application of an empirical neural network to surface water quality estimation in the Gulf of Finland using combined optical data and microwave data. Remote Sens. Environ. 2002, 81, 327-336.
    • (2002) Remote Sens. Environ , vol.81 , pp. 327-336
    • Zhang, Y.Z.1    Pulliainen, J.2    Koponen, S.3    Hallikainen, M.4
  • 15
    • 80052185990 scopus 로고    scopus 로고
    • The use of neural networks in identifying error sources in satellite-derived tropical SST estimates
    • Lee, Y.-H.; Ho, C.-R.; Su, F.-C.; Kuo, N.-J.; Cheng, Y.-H. The use of neural networks in identifying error sources in satellite-derived tropical SST estimates. Sensors 2011, 11, 7530-7544.
    • (2011) Sensors , vol.11 , pp. 7530-7544
    • Lee, Y.-H.1    Ho, C.-R.2    Su, F.-C.3    Kuo, N.-J.4    Cheng, Y.-H.5
  • 16
    • 28544451749 scopus 로고    scopus 로고
    • Revisiting the Dirichlet-to-Neumann solver for data completion and application to some inverse problems
    • Azaiez, M.; Ben Abda, A.; Ben Abdallah, J. Revisiting the Dirichlet-to-Neumann solver for data completion and application to some inverse problems. J. Appl. Math. Mech. 2005, 1, 106-126.
    • (2005) J. Appl. Math. Mech , vol.1 , pp. 106-126
    • Azaiez, M.1    Ben, A.A.2    Ben, A.J.3
  • 17
    • 12844252127 scopus 로고    scopus 로고
    • Data completion via an energy error functional
    • Andrieux, S.; Ben Abda, A.; Baranger, T.N. Data completion via an energy error functional. Comptes Rendus Méc. 2005, 333, 171-177.
    • (2005) Comptes Rendus Méc , vol.333 , pp. 171-177
    • Andrieux, S.1    Ben, A.A.2    Baranger, T.N.3
  • 18
    • 49749115228 scopus 로고    scopus 로고
    • The Lavrentiev regularization of the data completion problem
    • Ben Belgacem, F.; El Fekih, H.; Jelassil, F. The Lavrentiev regularization of the data completion problem. Inverse Probl. 2008, 24, 1-14.
    • (2008) Inverse Probl. , vol.24 , pp. 1-14
    • Ben, B.F.1    el Fekih, H.2    Jelassil, F.3
  • 19
    • 0027834690 scopus 로고
    • Knowledge-based system for the completion of traffic data
    • Kirschfink, H. Knowledge-based system for the completion of traffic data. Eur. J. Oper. Res. 1993, 71, 247-256.
    • (1993) Eur. J. Oper. Res. , vol.71 , pp. 247-256
    • Kirschfink, H.1
  • 20
    • 4544221002 scopus 로고    scopus 로고
    • Data Completion for Improved OD-Estimation. In Proceedings of the IEEE International Conference on Road Transport Information and Control
    • 20-22, April
    • Matschke, I.; Heinig, K.; Friedrich, B. Data Completion for Improved OD-Estimation. In Proceedings of the IEEE International Conference on Road Transport Information and Control, London, UK, 20-22 April 2004; pp. 43-48.
    • (2004) London, UK , pp. 43-48
    • Matschke, I.1    Heinig, K.2    Friedrich, B.3
  • 21
    • 26444565569 scopus 로고
    • Finding structure in time
    • Elman, J.L. Finding structure in time. Cogn. Sci. 1990, 14, 179-211.
    • (1990) Cogn. Sci. , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 22
    • 0001419757 scopus 로고
    • Distributed representations, simple recurrent networks, and grammatical structure
    • Elman, J.L. Distributed representations, simple recurrent networks, and grammatical structure. Mach. Learn. 1991, 7, 95-126.
    • (1991) Mach. Learn. , vol.7 , pp. 95-126
    • Elman, J.L.1
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • Kohonen, T. The self-organizing map. Proc. IEEE 1990, 78, 1464-1480.
    • (1990) Proc. IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 25
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • Broomhead, D.S.; Lowe, D. Multivariable functional interpolation and adaptive networks. Complex Syst. 1988, 2, 321-355.
    • (1988) Complex Syst , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 26
    • 0023983407 scopus 로고
    • The 'neural' phonetic typewriter
    • Kohonen, T. The 'neural' phonetic typewriter. Computer 1988, 21, 11-22.
    • (1988) Computer , vol.21 , pp. 11-22
    • Kohonen, T.1
  • 28
    • 0030270228 scopus 로고    scopus 로고
    • Engineering applications of the selft-organization map
    • 1558-1384
    • Kohonen, T.; Oja, E.; Simula, O.; Visa, A.; Kangas, J. Engineering applications of the selft-organization map. Proc. IEEE 1996, 84, 1558-1384.
    • (1996) Proc. IEEE , vol.84
    • Kohonen, T.1    Oja, E.2    Simula, O.3    Visa, A.4    Kangas, J.5
  • 30
    • 34047148262 scopus 로고    scopus 로고
    • Intelligent fiber optic sensor for estimating the concentration of a mixture-design and working principle
    • Liu, Y.; Xia, J.; Shi, C.-X.; Hong, Y. Intelligent fiber optic sensor for estimating the concentration of a mixture-design and working principle. Sensors 2007, 7, 384-399.
    • (2007) Sensors , vol.7 , pp. 384-399
    • Liu, Y.1    Xia, J.2    Shi, C.-X.3    Hong, Y.4
  • 31
    • 70350381538 scopus 로고    scopus 로고
    • Vehicle signal analysis using artificial neural networks for a bridge weigh-in-motion system
    • Kim, S.; Lee, J.; Park, M.-S.; Jo, B.-W. Vehicle signal analysis using artificial neural networks for a bridge weigh-in-motion system. Sensors 2009, 9, 7943-7956.
    • (2009) Sensors , vol.9 , pp. 7943-7956
    • Kim, S.1    Lee, J.2    Park, M.-S.3    Jo, B.-W.4
  • 32
    • 41549128104 scopus 로고    scopus 로고
    • An artificial neural network approach for the prediction of absorption measurements of an evanescent field fiber sensor
    • Saracoglu, Ö.G. An artificial neural network approach for the prediction of absorption measurements of an evanescent field fiber sensor. Sensors 2008, 8, 1585-1594.
    • (2008) Sensors , vol.8 , pp. 1585-1594
    • Saracoglu, Ö.G.1
  • 33
    • 0014140665 scopus 로고
    • Nonlinear difference-differential equations in prediction and learning theory
    • Grossberg, S. Nonlinear difference-differential equations in prediction and learning theory. Proc. Natl. Acad. Sci. USA 1967, 58, 1329-1334.
    • (1967) Proc. Natl. Acad. Sci. USA , vol.58 , pp. 1329-1334
    • Grossberg, S.1
  • 35
    • 0016589560 scopus 로고
    • A neural model of attention, reinforcement, and discrimination learning
    • Grossberg, S. A neural model of attention, reinforcement, and discrimination learning. Int. Rev. Neurobiol. 1975, 18, 263-327.
    • (1975) Int. Rev. Neurobiol , vol.18 , pp. 263-327
    • Grossberg, S.1
  • 36
    • 0008365654 scopus 로고
    • The Adaptive Self-Organization of Serial Order in Behavior: Speech, Language, and Motor Control
    • Schwab, E.C., Nusbaum, H.C., Eds.; Academic Press: New York, NY, USA
    • Grossberg, S. The Adaptive Self-Organization of Serial Order in Behavior: Speech, Language, and Motor Control. In Pattern Recognition by Humans and Machines, Vol. 1: Speech Perception; Schwab, E.C., Nusbaum, H.C., Eds.; Academic Press: New York, NY, USA, 1986; pp. 187-294.
    • (1986) Pattern Recognition By Humans and Machines, Vol. 1: Speech Perception , pp. 187-294
    • Grossberg, S.1
  • 37
    • 0027858117 scopus 로고
    • Strategies for developing effective neural network applications
    • doi:10.1109/IJCNN.1993.713845
    • Rumelhart, D.E. Strategies for developing effective neural network applications. Proc. Int. Joint Conf. Neural Netw. 1993, 1, doi:10.1109/IJCNN.1993.713845.
    • (1993) Proc. Int. Joint Conf. Neural Netw , pp. 1
    • Rumelhart, D.E.1
  • 38
    • 0036740409 scopus 로고    scopus 로고
    • Neighborhood based Levenberg-Marquardt algorithm for neural network training
    • Lera, G.; Pinzolas, M. Neighborhood based Levenberg-Marquardt algorithm for neural network training. IEEE Trans. Neural Netw. 2002, 13, 1200-1203.
    • (2002) IEEE Trans. Neural Netw , vol.13 , pp. 1200-1203
    • Lera, G.1    Pinzolas, M.2


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