메뉴 건너뛰기




Volumn 39, Issue 16, 2012, Pages 12340-12348

A new automatic target recognition system based on wavelet extreme learning machine

Author keywords

Automatic radar target recognition systems; Extreme learning machine; Feature extraction; Radar target echo signal; Wavelet decomposition

Indexed keywords

AUTOMATIC SYSTEMS; EXTREME LEARNING MACHINE; FAST LEARNING; FEATURE EXTRACTION AND CLASSIFICATION; GENERALIZATION PERFORMANCE; GRADIENT-BASED LEARNING; HIDDEN NODES; HIGH RESOLUTION RANGES; LEARNING SPEED; PULSE RADARS; RADAR TARGET; RADAR TARGET ECHO SIGNAL; RECOGNITION PERFORMANCE; SINGLE-HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS; TARGET ECHO; TARGET RECOGNITION; TIME FREQUENCY DOMAIN; WAVELET ENTROPIES;

EID: 84864486823     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.04.012     Document Type: Article
Times cited : (32)

References (54)
  • 1
    • 16244372741 scopus 로고    scopus 로고
    • Intelligent target recognition based on wavelet packet neural network
    • E. Avci, I. Türkoglu, and M. Poyraz Intelligent target recognition based on wavelet packet neural network Expert Systems with Applications 29 1 2005 175 182
    • (2005) Expert Systems with Applications , vol.29 , Issue.1 , pp. 175-182
    • Avci, E.1    Türkoglu, I.2    Poyraz, M.3
  • 2
    • 33750450096 scopus 로고    scopus 로고
    • A new approach based on scalogram for automatic target recognition with X-band doppler radar
    • E. Avci, I. Türkoglu, and M. Poyraz A new approach based on scalogram for automatic target recognition with X-band doppler radar Asian Journal of Information Technology 4 1 2005 133 140
    • (2005) Asian Journal of Information Technology , vol.4 , Issue.1 , pp. 133-140
    • Avci, E.1    Türkoglu, I.2    Poyraz, M.3
  • 3
    • 68949200808 scopus 로고    scopus 로고
    • Error minimized extreme learning machine with growth of hidden nodes and incremental learning
    • G. Feng, G.-B. Huang, Q. Lin, and R. Gay Error minimized extreme learning machine with growth of hidden nodes and incremental learning IEEE Transactions on Neural Networks 20 8 2009 1352 1357
    • (2009) IEEE Transactions on Neural Networks , vol.20 , Issue.8 , pp. 1352-1357
    • Feng, G.1    Huang, G.-B.2    Lin, Q.3    Gay, R.4
  • 5
    • 34548158996 scopus 로고    scopus 로고
    • Convex incremental extreme learning machine
    • G.-B. Huang, and L. Chen Convex incremental extreme learning machine Neurocomputing 70 2007 3056 3062
    • (2007) Neurocomputing , vol.70 , pp. 3056-3062
    • Huang, G.-B.1    Chen, L.2
  • 6
    • 56549090053 scopus 로고    scopus 로고
    • Enhanced random search based incremental extreme learning machine
    • G.-B. Huang, and L. Chen Enhanced random search based incremental extreme learning machine Neurocomputing 71 2008 3460 3468
    • (2008) Neurocomputing , vol.71 , pp. 3460-3468
    • Huang, G.-B.1    Chen, L.2
  • 7
    • 33745918399 scopus 로고    scopus 로고
    • Universal approximation using incremental constructive feedforward networks with random hidden nodes
    • G.-B. Huang, L. Chen, and C.-K. Siew Universal approximation using incremental constructive feedforward networks with random hidden nodes IEEE Transactions on Neural Networks 17 4 2006 879 892
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.4 , pp. 879-892
    • Huang, G.-B.1    Chen, L.2    Siew, C.-K.3
  • 8
    • 78649492473 scopus 로고    scopus 로고
    • Optimization method based extreme learning machine for classification
    • G.-B. Huang, X. Ding, and H. Zhou Optimization method based extreme learning machine for classification Neurocomputing 74 2010 155 163
    • (2010) Neurocomputing , vol.74 , pp. 155-163
    • Huang, G.-B.1    Ding, X.2    Zhou, H.3
  • 12
    • 38649131505 scopus 로고    scopus 로고
    • Incremental extreme learning machine with fully complex hidden nodes
    • G.-B. Huang, M.-B. Li, L. Chen, and C.-K. Siew Incremental extreme learning machine with fully complex hidden nodes Neurocomputing 71 2008 576 583
    • (2008) Neurocomputing , vol.71 , pp. 576-583
    • Huang, G.-B.1    Li, M.-B.2    Chen, L.3    Siew, C.-K.4
  • 17
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew Extreme learning machine: theory and applications Neurocomputing 70 2006 489 501
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 18
    • 67349211765 scopus 로고    scopus 로고
    • Orthogonal decompositions for wavelets
    • C.S. Kubrusly, and N. Levan Orthogonal decompositions for wavelets Applied Mathematics Letters 22 8 2009 1286 1291
    • (2009) Applied Mathematics Letters , vol.22 , Issue.8 , pp. 1286-1291
    • Kubrusly, C.S.1    Levan, N.2
  • 19
    • 77954299719 scopus 로고    scopus 로고
    • Ensemble of online sequential extreme learning machine
    • Y. Lan, Y.C. Soh, and G.-B. Huang Ensemble of online sequential extreme learning machine Neurocomputing 72 2009 3391 3395
    • (2009) Neurocomputing , vol.72 , pp. 3391-3395
    • Lan, Y.1    Soh, Y.C.2    Huang, G.-B.3
  • 20
    • 79955011053 scopus 로고    scopus 로고
    • Spanwise pressure coherence on prisms using wavelet transform and spectral proper orthogonal decomposition based tools
    • T.H. Le, Y. Tamura, and M. Matsumoto Spanwise pressure coherence on prisms using wavelet transform and spectral proper orthogonal decomposition based tools Journal of Wind Engineering and Industrial Aerodynamics 99 4 2011 499 508
    • (2011) Journal of Wind Engineering and Industrial Aerodynamics , vol.99 , Issue.4 , pp. 499-508
    • Le, T.H.1    Tamura, Y.2    Matsumoto, M.3
  • 22
    • 37049037503 scopus 로고    scopus 로고
    • Automatic target recognition using waveform diversity in radar sensor networks
    • Q. Liang Automatic target recognition using waveform diversity in radar sensor networks Pattern Recognition Letters 29 3 2008 377 381
    • (2008) Pattern Recognition Letters , vol.29 , Issue.3 , pp. 377-381
    • Liang, Q.1
  • 25
    • 0036833268 scopus 로고    scopus 로고
    • Logarithm bispectrum-based approach to radar range profile for automatic target recognition
    • B. Pei, Z. Bao, and M. Xing Logarithm bispectrum-based approach to radar range profile for automatic target recognition Pattern Recognition 35 11 2002 2643 2651
    • (2002) Pattern Recognition , vol.35 , Issue.11 , pp. 2643-2651
    • Pei, B.1    Bao, Z.2    Xing, M.3
  • 27
    • 69949155518 scopus 로고    scopus 로고
    • A hybridized snapshot proper orthogonal decomposition-discrete wavelet transform technique for the analysis of flow structures and their time evolution
    • M.V. Tabib, M.J. Sathe, S.S. Deshpande, and J.B. Joshi A hybridized snapshot proper orthogonal decomposition-discrete wavelet transform technique for the analysis of flow structures and their time evolution Chemical Engineering Science 64 21 2009 4319 4340
    • (2009) Chemical Engineering Science , vol.64 , Issue.21 , pp. 4319-4340
    • Tabib, M.V.1    Sathe, M.J.2    Deshpande, S.S.3    Joshi, J.B.4
  • 29
    • 80051669013 scopus 로고    scopus 로고
    • A study on effectiveness of extreme learning machine
    • Y. Wang, F. Cao, and Y. Yuan A study on effectiveness of extreme learning machine Neurocomputing 74 16 2011 2483 2490
    • (2011) Neurocomputing , vol.74 , Issue.16 , pp. 2483-2490
    • Wang, Y.1    Cao, F.2    Yuan, Y.3
  • 30
    • 76749116606 scopus 로고    scopus 로고
    • Polyphase decompositions and shift-invariant discrete wavelet transforms in the frequency domain
    • A.M. Wink, and J.B.T.M. Roerdink Polyphase decompositions and shift-invariant discrete wavelet transforms in the frequency domain Signal Processing 90 6 2010 1779 1787
    • (2010) Signal Processing , vol.90 , Issue.6 , pp. 1779-1787
    • Wink, A.M.1    Roerdink, J.B.T.M.2
  • 34
    • 79955626608 scopus 로고    scopus 로고
    • Color image watermarking based on self-embedded color permissibility with preserved high image quality and enhanced robustness
    • H.M. Al-Otum, and S.S. Al-Sowayan Color image watermarking based on self-embedded color permissibility with preserved high image quality and enhanced robustness AEU - International Journal of Electronics and Communications 65 7 2011 619 629
    • (2011) AEU - International Journal of Electronics and Communications , vol.65 , Issue.7 , pp. 619-629
    • Al-Otum, H.M.1    Al-Sowayan, S.S.2
  • 35
    • 53949118013 scopus 로고    scopus 로고
    • Non-stationary power signal processing for pattern recognition using HS-transform
    • B. Biswal, P.K. Dash, and B.K. Panigrahi Non-stationary power signal processing for pattern recognition using HS-transform Applied Soft Computing 9 1 2009 107 117
    • (2009) Applied Soft Computing , vol.9 , Issue.1 , pp. 107-117
    • Biswal, B.1    Dash, P.K.2    Panigrahi, B.K.3
  • 36
    • 84875371222 scopus 로고    scopus 로고
    • An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination Information Fusion
    • in press Available online 10 November 2009
    • Frigui, H.; Zhang, L.; Gader, P.; Wilson, J. N.; Ho, K. C.; Mendez-Vazquez, A. (in press). An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination Information Fusion, Corrected Proof, Available online 10 November 2009.
    • Corrected Proof
    • Frigui, H.1    Zhang, L.2    Gader, P.3    Wilson, J.N.4    Ho, K.C.5    Mendez-Vazquez, A.6
  • 37
    • 79953693243 scopus 로고    scopus 로고
    • Automatic feature extraction using genetic programming: An application to epileptic EEG classification
    • L. Guo, D. Rivero, J. Dorado, C.R. Munteanu, and A. Pazos Automatic feature extraction using genetic programming: An application to epileptic EEG classification Expert Systems with Applications 38 8 2011 10425 10436
    • (2011) Expert Systems with Applications , vol.38 , Issue.8 , pp. 10425-10436
    • Guo, L.1    Rivero, D.2    Dorado, J.3    Munteanu, C.R.4    Pazos, A.5
  • 39
    • 62649151815 scopus 로고    scopus 로고
    • A novel method for speckle noise reduction and ship target detection in SAR images
    • S. Huang, D. Liu, G. Gao, and X. Guo A novel method for speckle noise reduction and ship target detection in SAR images Pattern Recognition 42 7 2009 1533 1542
    • (2009) Pattern Recognition , vol.42 , Issue.7 , pp. 1533-1542
    • Huang, S.1    Liu, D.2    Gao, G.3    Guo, X.4
  • 40
    • 79957827091 scopus 로고    scopus 로고
    • Using bispectral distribution as a feature for rotating machinery fault diagnosis
    • L. Jiang, Y. Liu, X. Li, and S. Tang Using bispectral distribution as a feature for rotating machinery fault diagnosis Measurement 44 7 2011 1284 1292
    • (2011) Measurement , vol.44 , Issue.7 , pp. 1284-1292
    • Jiang, L.1    Liu, Y.2    Li, X.3    Tang, S.4
  • 44
    • 79951581261 scopus 로고    scopus 로고
    • An expert system based on wavelet transform and radon neural network for pavement distress classification
    • F.M. Nejad, and H. Zakeri An expert system based on wavelet transform and radon neural network for pavement distress classification Expert Systems with Applications 38 6 2011 7088 7101
    • (2011) Expert Systems with Applications , vol.38 , Issue.6 , pp. 7088-7101
    • Nejad, F.M.1    Zakeri, H.2
  • 45
    • 80052763803 scopus 로고    scopus 로고
    • Geological disaster survey based on Curvelet transform with borehole Ground Penetrating Radar in Tonglushan old mine site
    • X. Tang, T. Sun, Z. Tang, Z. Zhou, and B. Wei Geological disaster survey based on Curvelet transform with borehole Ground Penetrating Radar in Tonglushan old mine site Journal of Environmental Sciences 23 2011 S78 S83
    • (2011) Journal of Environmental Sciences , vol.23
    • Tang, X.1    Sun, T.2    Tang, Z.3    Zhou, Z.4    Wei, B.5
  • 47
    • 84864439201 scopus 로고    scopus 로고
    • access date: 04, August, 2011
    • http://www.bearcave.com/misl/misl-tech/wavelets/noise.html, access date: 04, August, 2011.
  • 48
    • 67651087149 scopus 로고    scopus 로고
    • Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN
    • S. Yang, M. Wang, Y. Lu, W. Qi, and L. Jiao Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN Signal Processing 89 12 2009 2596 2608
    • (2009) Signal Processing , vol.89 , Issue.12 , pp. 2596-2608
    • Yang, S.1    Wang, M.2    Lu, Y.3    Qi, W.4    Jiao, L.5
  • 49
    • 77953131759 scopus 로고    scopus 로고
    • Fast adaptive wavelet packets using interscale embedding of decomposition structures
    • Jingyu Yang, Wenli Xu, and Qionghai Dai Fast adaptive wavelet packets using interscale embedding of decomposition structures Pattern Recognition Letters 31 11 2010 1481 1486
    • (2010) Pattern Recognition Letters , vol.31 , Issue.11 , pp. 1481-1486
    • Yang, J.1    Xu, W.2    Dai, Q.3
  • 50
    • 80054911915 scopus 로고    scopus 로고
    • Intelligent fault diagnosis of rotating machinery using infrared thermal image
    • A.M.D. Younus, and B.-S. Yang Intelligent fault diagnosis of rotating machinery using infrared thermal image Expert Systems with Applications 39 2 2012 2082 2091
    • (2012) Expert Systems with Applications , vol.39 , Issue.2 , pp. 2082-2091
    • Younus, A.M.D.1    Yang, B.-S.2
  • 51
    • 79957962050 scopus 로고    scopus 로고
    • Modified locally linear discriminant embedding for plant leaf recognition
    • S. Zhang, and Y.-K. Lei Modified locally linear discriminant embedding for plant leaf recognition Neurocomputing 74 14-15 2011 2284 2290
    • (2011) Neurocomputing , vol.74 , Issue.1415 , pp. 2284-2290
    • Zhang, S.1    Lei, Y.-K.2
  • 52
    • 79952190086 scopus 로고    scopus 로고
    • Density-induced margin support vector machines
    • L. Zhang, and W.-D. Zhou Density-induced margin support vector machines Pattern Recognition 44 7 2011 1448 1460
    • (2011) Pattern Recognition , vol.44 , Issue.7 , pp. 1448-1460
    • Zhang, L.1    Zhou, W.-D.2
  • 53
    • 79953836737 scopus 로고    scopus 로고
    • Selection of effective singular values using difference spectrum and its application to fault diagnosis of headstock
    • X. Zhao, and B. Ye Selection of effective singular values using difference spectrum and its application to fault diagnosis of headstock Mechanical Systems and Signal Processing 25 5 2011 1617 1631
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.5 , pp. 1617-1631
    • Zhao, X.1    Ye, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.