메뉴 건너뛰기




Volumn 150, Issue 4, 2003, Pages 205-218

Neural minor component analysis approach to robust constrained beamforming

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MICROPHONES; NEURAL NETWORKS; NOISE ABATEMENT; ROBUSTNESS (CONTROL SYSTEMS); THEOREM PROVING;

EID: 0141885168     PISSN: 1350245X     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-vis:20030511     Document Type: Conference Paper
Times cited : (26)

References (46)
  • 1
    • 0020464111 scopus 로고
    • A simplified neuron model as a principal component analyzer
    • Oja, E.: 'A simplified neuron model as a principal component analyzer', J. Math. Biol., 1982, 15, pp. 267-273
    • (1982) J. Math. Biol. , vol.15 , pp. 267-273
    • Oja, E.1
  • 2
    • 0002399288 scopus 로고
    • Neural networks, principal components, and subspace
    • Oja, E.: 'Neural networks, principal components, and subspace', Int. J. Neural Syst., 1989, 1, pp. 61-68
    • (1989) Int. J. Neural Syst. , vol.1 , pp. 61-68
    • Oja, E.1
  • 3
    • 0026954958 scopus 로고
    • Principal components, minor components, and linear neural networks
    • Oja, E.: 'Principal components, minor components, and linear neural networks', Neural Netw., 1992, 5, pp. 927-935
    • (1992) Neural Netw. , vol.5 , pp. 927-935
    • Oja, E.1
  • 4
    • 0028540117 scopus 로고
    • Cross-correlation neural network models
    • Diamantaras, K.I., and Kung, S.-Y.: 'Cross-correlation neural network models', IEEE Trans. Signal Process., 1994, 42, (11), pp. 3218-3223
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.11 , pp. 3218-3223
    • Diamantaras, K.I.1    Kung, S.-Y.2
  • 5
    • 0004063090 scopus 로고
    • MacMillan College Publishing Company
    • Haykin, S. (Ed.): 'Neural Networks' (MacMillan College Publishing Company, 1994)
    • (1994) Neural Networks
    • Haykin, S.1
  • 6
    • 0028427087 scopus 로고
    • Adaptive principal component extraction (APEX) and applications
    • May
    • Kung, S.V., Diamantaras, K.I., and Taur, J.S.: 'Adaptive principal component extraction (APEX) and applications', IEEE Trans. Signal Process., May 1994, 42, (5), pp. 1202-1217
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.5 , pp. 1202-1217
    • Kung, S.V.1    Diamantaras, K.I.2    Taur, J.S.3
  • 7
    • 0023363657 scopus 로고
    • Adaptive airborne MTI: An Auxiliary channel approach
    • Klemm, R.: 'Adaptive airborne MTI: an Auxiliary channel approach', IEE Proc. F, Commun. Radar Signal Process., 1987, 134, pp. 269-276
    • (1987) IEE Proc. F, Commun. Radar Signal Process. , vol.134 , pp. 269-276
    • Klemm, R.1
  • 8
    • 0028468390 scopus 로고
    • Orthogonal eigensubspace estimation using neural networks
    • Mathew, G., and Reddy, V.: 'Orthogonal eigensubspace estimation using neural networks', IEEE Trans. Signal Process., 1994, 42, pp. 1803-1811
    • (1994) IEEE Trans. Signal Process. , vol.42 , pp. 1803-1811
    • Mathew, G.1    Reddy, V.2
  • 9
    • 0022683359 scopus 로고
    • Multiple emitter location and signal parameter estimation
    • Schmidt, R.: 'Multiple emitter location and signal parameter estimation', IEEE Trans. Antennas Propag., 1986, 34, pp. 276-280
    • (1986) IEEE Trans. Antennas Propag. , vol.34 , pp. 276-280
    • Schmidt, R.1
  • 11
    • 0001181674 scopus 로고
    • Principal components analysis of sampled functions
    • Besse, PH., and Ramsay, J.O.: 'Principal components analysis of sampled functions', Psychometrika, 1986, 51, (2), pp. 285-311
    • (1986) Psychometrika , vol.51 , Issue.2 , pp. 285-311
    • Besse, P.H.1    Ramsay, J.O.2
  • 12
    • 0026745682 scopus 로고
    • Modified Hebbian learning for curve and surface fitting
    • Xu, L., Oja, E., and Suen, C.Y.: 'Modified Hebbian learning for curve and surface fitting', Neural Netw., 1992, 5, pp. 441-457
    • (1992) Neural Netw. , vol.5 , pp. 441-457
    • Xu, L.1    Oja, E.2    Suen, C.Y.3
  • 13
    • 0030131079 scopus 로고    scopus 로고
    • Roubst fitting by non-linear neural units
    • Oja, E., and Wang, L.: 'Roubst fitting by non-linear neural units', Neural Netw., 1996, 9, (3), pp. 435-444
    • (1996) Neural Netw. , vol.9 , Issue.3 , pp. 435-444
    • Oja, E.1    Wang, L.2
  • 14
    • 0022352370 scopus 로고
    • Computer-steered microphone array for sound transduction in large rooms
    • Flanagan, J.L., Johnston, J.D., Zhan, R., and Elko, G.W.: 'Computer-steered microphone array for sound transduction in large rooms', J. Acoust. Soc. Am., Nov. 1985, 78, (5), pp. 1508-1518
    • (1985) J. Acoust. Soc. Am., Nov. , vol.78 , Issue.5 , pp. 1508-1518
    • Flanagan, J.L.1    Johnston, J.D.2    Zhan, R.3    Elko, G.W.4
  • 15
    • 0027525454 scopus 로고
    • Superdirective arrays for hearing aids
    • Kates, J.M.: 'Superdirective arrays for hearing aids', J. Acoust. Soc. Am., Oct. 1993, 94, (4), pp. 1930-1933
    • (1993) J. Acoust. Soc. Am., Oct. , vol.94 , Issue.4 , pp. 1930-1933
    • Kates, J.M.1
  • 18
    • 0029061996 scopus 로고
    • Generalizations of PCA, optimization problems, and neural networks
    • Karhunen, J., and Joutsensalo, J.: 'Generalizations of PCA, optimization problems, and neural networks', Neural Netw., 1995, 8, (4), pp. 549-562
    • (1995) Neural Netw. , vol.8 , Issue.4 , pp. 549-562
    • Karhunen, J.1    Joutsensalo, J.2
  • 19
    • 0017392285 scopus 로고
    • Neural theory of association and concept formation
    • Amari, S.-I.: 'Neural theory of association and concept formation', Biol. Cybern., 1977, 26, pp. 175-185
    • (1977) Biol. Cybern. , vol.26 , pp. 175-185
    • Amari, S.-I.1
  • 20
    • 0024883243 scopus 로고
    • Optimal unsupervised leaning in a single-layer linear feedforward neural network
    • Sanger, T.D.: 'Optimal unsupervised leaning in a single-layer linear feedforward neural network', Neural Netw., 1989, 2, pp. 459-473
    • (1989) Neural Netw. , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 21
    • 84956074083 scopus 로고
    • A self-organizing network for principal component analysis
    • Rubner, J., and Tavan, P.: 'A self-organizing network for principal component analysis', Europhys. Lett., 1989, 10, (7), pp. 693-698
    • (1989) Europhys. Lett. , vol.10 , Issue.7 , pp. 693-698
    • Rubner, J.1    Tavan, P.2
  • 23
    • 0027575395 scopus 로고
    • Neural model for Karhunen-Loéve transform with applications to adaptive image compression
    • Apr.
    • Abbas, H.M., and Fahmy, M.M.: 'Neural model for Karhunen-Loéve transform with applications to adaptive image compression', IEE Proc. I, Commun. Speech Vis., Apr. 1994, 140, (2), pp. 135-143
    • (1994) IEE Proc. I, Commun. Speech Vis. , vol.140 , Issue.2 , pp. 135-143
    • Abbas, H.M.1    Fahmy, M.M.2
  • 24
    • 0029267855 scopus 로고
    • Principal component extraction using recursive least squares learning
    • March
    • Bannour, S., and Azimi-Sadjadi, M.R.: 'Principal component extraction using recursive least squares learning', IEEE Trans. Neural Netw., March 1995, 6, (2), pp. 457-469
    • (1995) IEEE Trans. Neural Netw. , vol.6 , Issue.2 , pp. 457-469
    • Bannour, S.1    Azimi-Sadjadi, M.R.2
  • 26
    • 0035419994 scopus 로고    scopus 로고
    • Image compression using principal component Neural Networks
    • Aug.
    • Costa, S., and Fiori, S.: 'Image compression using principal component Neural Networks', Image Vis. Comp. J., Aug. 2001, 19, (9-10), pp. 649-668
    • (2001) Image Vis. Comp. J. , vol.19 , Issue.9-10 , pp. 649-668
    • Costa, S.1    Fiori, S.2
  • 27
    • 0142000542 scopus 로고
    • A nonlinear extension of the Generalized Hebbian learning
    • Joutsensalo, J., and Karhunen, J.: 'A nonlinear extension of the Generalized Hebbian learning', Neural Process. Lett., 1995, 2, (1), pp. 5-8
    • (1995) Neural Process. Lett , vol.2 , Issue.1 , pp. 5-8
    • Joutsensalo, J.1    Karhunen, J.2
  • 28
    • 0028272776 scopus 로고
    • Representation and separation of signals using nonlinear PCA type learning
    • Karhunen, J., and Joutsensalo, J.: 'Representation and separation of signals using nonlinear PCA type learning', Neural Netw., 1994, 7, (1), pp. 113-127
    • (1994) Neural Netw. , vol.7 , Issue.1 , pp. 113-127
    • Karhunen, J.1    Joutsensalo, J.2
  • 30
    • 0035423687 scopus 로고    scopus 로고
    • On blind separation of complex-valued sources by extended hebbian learning
    • Aug.
    • Fiori, S.: 'On blind separation of complex-valued sources by extended hebbian learning", IEEE Signal Process. Lett., Aug. 2001, 8, (8), pp. 217-220
    • (2001) IEEE Signal Process. Lett. , vol.8 , Issue.8 , pp. 217-220
    • Fiori, S.1
  • 31
    • 0037399395 scopus 로고    scopus 로고
    • Extended Hebbian learning for blind separation of complex-valued sources
    • Apr.
    • Fiori, S.: 'Extended Hebbian learning for blind separation of complex-valued sources', IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., Apr. 2003, 50, (4), pp. 195-202
    • (2003) IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process. , vol.50 , Issue.4 , pp. 195-202
    • Fiori, S.1
  • 32
    • 0001586142 scopus 로고    scopus 로고
    • A theory for learning by weight flow on Stiefel-Grassman manifold
    • July
    • Fiori, S.: 'A theory for learning by weight flow on Stiefel-Grassman manifold', Neural Comput., July 2001, 13, (7), pp. 1625-1647
    • (2001) Neural Comput. , vol.13 , Issue.7 , pp. 1625-1647
    • Fiori, S.1
  • 33
    • 0000016172 scopus 로고
    • A stochastic approximation method
    • Robbins, H., and Monro, S.: 'A stochastic approximation method', Ann. Math. Stat., 1951, 22, pp. 400-407
    • (1951) Ann. Math. Stat. , vol.22 , pp. 400-407
    • Robbins, H.1    Monro, S.2
  • 34
    • 0000792515 scopus 로고
    • Multidimensional stochastic approximation methods
    • Blumm, R.: 'Multidimensional stochastic approximation methods', Ann. Math. Stat., 1954, 25, pp. 737-744
    • (1954) Ann. Math. Stat. , vol.25 , pp. 737-744
    • Blumm, R.1
  • 35
    • 0345627997 scopus 로고    scopus 로고
    • A unified algorithm for principal and minor components extraction
    • Chen, T.P., Amari, S.-I., and Lin, Q.: 'A unified algorithm for principal and minor components extraction', Neural Netw., 1998, 11, (3), pp. 385-390
    • (1998) Neural Netw. , vol.11 , Issue.3 , pp. 385-390
    • Chen, T.P.1    Amari, S.-I.2    Lin, Q.3
  • 36
    • 0033750718 scopus 로고    scopus 로고
    • Algorithms for accelerated convergence of adaptive PCA
    • March
    • Chatterjee, C., Kang, Z., and Roychowdhury, V.P.: 'Algorithms for accelerated convergence of adaptive PCA', IEEE Trans. Neural Netw., March 2000, 11, (2), pp. 338-355
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.2 , pp. 338-355
    • Chatterjee, C.1    Kang, Z.2    Roychowdhury, V.P.3
  • 38
    • 0036530814 scopus 로고    scopus 로고
    • Neural methods for antenna array signal processing: A review
    • April
    • Du, K.-L., Lai, A.K.Y., Cheng, K.K.M., and Swamy, M.N.S.: 'Neural methods for antenna array signal processing: a review', Signal Process., April 2002, 82, pp. 547-561
    • (2002) Signal Process. , vol.82 , pp. 547-561
    • Du, K.-L.1    Lai, A.K.Y.2    Cheng, K.K.M.3    Swamy, M.N.S.4
  • 39
    • 0031698671 scopus 로고    scopus 로고
    • A neural network approach to design of smart antennas for wireless communication systems
    • Hwu, Y.S., and Srinath, M.D.: 'A neural network approach to design of smart antennas for wireless communication systems'. Proc. Asilomar Conf. on Signals, systems and computers, 1998, pp. 145-148
    • (1998) Proc. Asilomar Conf. on Signals, Systems and Computers , pp. 145-148
    • Hwu, Y.S.1    Srinath, M.D.2
  • 40
    • 0036285867 scopus 로고    scopus 로고
    • An iterative blindcyclostationary beamforming algorithm
    • New York City, April-May
    • Du, K.-L., and Swamy, M.N.S.: 'An iterative blindcyclostationary beamforming algorithm'. Proc. IEEE Int. Conf. on Communications, New York City, April-May 2002
    • (2002) Proc. IEEE Int. Conf. on Communications
    • Du, K.-L.1    Swamy, M.N.S.2
  • 42
    • 0032203064 scopus 로고    scopus 로고
    • High-resolution bearing estimation via unitary decomposition artificial neural network
    • Chang, S.H., Lee, T.Y., and Fang, W.H.: 'High-resolution bearing estimation via unitary decomposition artificial neural network', IEICE Trans. Fundam., 1998, E81A, (11), pp. 2455-2462
    • (1998) IEICE Trans. Fundam. , vol.E81A , Issue.11 , pp. 2455-2462
    • Chang, S.H.1    Lee, T.Y.2    Fang, W.H.3
  • 44
    • 0029185402 scopus 로고
    • Adaptive separation of mixed broadband sound sources with delays by a beamforming Herault-Jutten network
    • January
    • Li, S., and Sejnowski, T.J.: 'Adaptive separation of mixed broadband sound sources with delays by a beamforming Herault-Jutten network', IEEE J. Ocean. Eng., January 1995, 20, (1), pp. 73-79
    • (1995) IEEE J. Ocean. Eng. , vol.20 , Issue.1 , pp. 73-79
    • Li, S.1    Sejnowski, T.J.2
  • 45
    • 0037843295 scopus 로고    scopus 로고
    • Numerical modeling for the localization and the assessment of electromagnetic field sources
    • May
    • Fiori, S., Albini, L., Faba, A., Cardelli, E., and Burrascano, P.: 'Numerical modeling for the localization and the assessment of electromagnetic field sources', IEEE Trans. Magn., May 2003, 39, (3), pp. 1638-1641
    • (2003) IEEE Trans. Magn. , vol.39 , Issue.3 , pp. 1638-1641
    • Fiori, S.1    Albini, L.2    Faba, A.3    Cardelli, E.4    Burrascano, P.5
  • 46


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.