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Volumn 60, Issue 10, 2012, Pages 4901-4910

A support vector machine music algorithm

Author keywords

Direction of arrival (DOA); Minimum Variance Distortionless Response (MVDR); MUltiple SIgnal Characterization (MUSIC); Support Vector Machine (SVM)

Indexed keywords

COHERENT SIGNALS; DIRECTION-OF-ARRIVAL ESTIMATION; MINIMUM VARIANCE DISTORTIONLESS RESPONSE; MUSIC ALGORITHMS; NON-COHERENT; RECURSIVE FORMS; SIGNAL CHARACTERIZATION; SUB-SPACE METHODS;

EID: 84867363362     PISSN: 0018926X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAP.2012.2209195     Document Type: Article
Times cited : (43)

References (55)
  • 4
    • 0000624015 scopus 로고
    • Multiple emitter location and signal parameter estimation
    • Rome, NY
    • R. O. Schmidt,"Multiple emitter location and signal parameter estimation," in Proc. RADC Spectral Estimation Workshop, Rome, NY, 1979, pp. 243-258.
    • (1979) Proc. RADC Spectral Estimation Workshop , pp. 243-258
    • Schmidt, R.O.1
  • 5
    • 0022683359 scopus 로고
    • Multiple emitter location and signal parameters estimation
    • R. O. Schmidt,"Multiple emitter location and signal parameters estimation," IEEE Trans. Antennas Propag., vol. 34, no. 3, pp. 270-280, 1986.
    • (1986) IEEE Trans. Antennas Propag. , vol.34 , Issue.3 , pp. 270-280
    • Schmidt, R.O.1
  • 6
    • 0024702515 scopus 로고
    • Esprit estimation of signal parameters via rotation covariance techniques
    • R. Roy and T. Kailath,"Esprit estimation of signal parameters via rotation covariance techniques," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 7, pp. 984-995, 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Process. , vol.37 , Issue.7 , pp. 984-995
    • Roy, R.1    Kailath, T.2
  • 8
    • 0024478789 scopus 로고
    • Forward/backward spatial smoothing for coherent signal identification
    • S. U. Pillai and B. H. Kwon,"Forward/backward spatial smoothing for coherent signal identification," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 1, pp. 8-15, 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Process. , vol.37 , Issue.1 , pp. 8-15
    • Pillai, S.U.1    Kwon, B.H.2
  • 9
    • 0026156852 scopus 로고
    • Improved spatial smoothing techniques for DOAestimation of coherent signals
    • W. Du and R. L. Kirlin,"Improved spatial smoothing techniques for DOAestimation of coherent signals," IEEE Trans. Signal Process., vol. 39, no. 5, pp. 1208-1210, 1991.
    • (1991) IEEE Trans. Signal Process. , vol.39 , Issue.5 , pp. 1208-1210
    • Du, W.1    Kirlin, R.L.2
  • 10
    • 0027003698 scopus 로고
    • Improved angular resolution for spatial smoothing
    • L. Jian,"Improved angular resolution for spatial smoothing," IEEE Trans. Signal Process., vol. 40, no. 12, pp. 3078-3081, 1992.
    • (1992) IEEE Trans. Signal Process. , vol.40 , Issue.12 , pp. 3078-3081
    • Jian, L.1
  • 12
    • 77954323407 scopus 로고    scopus 로고
    • Fast direction finding using modified pseudocovariance matrix
    • Z.Wen, L. Li, and P.Wei,"Fast direction finding using modified pseudocovariance matrix," IEEE Trans. Antennas Propag., vol. 54, no. 12, pp. 3914-3918, 2006.
    • (2006) IEEE Trans. Antennas Propag. , vol.54 , Issue.12 , pp. 3914-3918
    • Wen, Z.1    Li, L.2    Wei, P.3
  • 13
    • 31144439815 scopus 로고    scopus 로고
    • An esprit like algorithm for coherent DOA estimation
    • F. Han and X. Zhang,"An esprit like algorithm for coherent DOA estimation," IEEE Antennas Wireless Propag. Lett., vol. 4, pp. 443-446, 2004.
    • (2004) IEEE Antennas Wireless Propag. Lett. , vol.4 , pp. 443-446
    • Han, F.1    Zhang, X.2
  • 14
    • 37249056545 scopus 로고    scopus 로고
    • DOA estimation by exploiting the symmetric configuration of uniform linear array
    • DOI 10.1109/TAP.2007.910493
    • Z. Ye and X. Xu,"DOA estimation by exploiting the symmetric configuration of ULA," IEEE Trans. Antennas Propag., vol. 55, no. 12, pp. 3716-3720, 2007. (Pubitemid 350268625)
    • (2007) IEEE Transactions on Antennas and Propagation , vol.55 , Issue.12 , pp. 3716-3720
    • Ye, Z.1    Xu, X.2
  • 15
    • 0027543746 scopus 로고
    • Generalised algorithm for DOA estimation in a passive sonar
    • Feb.
    • R. Rajagopal and P. R. Rao,"Generalised algorithm for DOA estimation in a passive sonar," Proc. Inst. Electr. Eng.-Radar Signal Process., vol. 140, no. 1, pp. 12-20, Feb. 1993.
    • (1993) Proc. Inst. Electr. Eng.-Radar Signal Process. , vol.140 , Issue.1 , pp. 12-20
    • Rajagopal, R.1    Rao, P.R.2
  • 16
    • 27844575751 scopus 로고    scopus 로고
    • Spatial difference smoothing for DOA estimation of coherent signals
    • DOI 10.1109/LSP.2005.856866
    • C. Qi, Y. Wang, Y. Zhang, and Y. Han,"Spatial difference smoothing for DOA estimation of coherent signals," IEEE Signal Process. Lett., vol. 12, no. 11, pp. 800-802, 2005. (Pubitemid 41638137)
    • (2005) IEEE Signal Processing Letters , vol.12 , Issue.11 , pp. 800-802
    • Qi, C.1    Wang, Y.2    Zhang, Y.3    Han, Y.4
  • 17
    • 84867353994 scopus 로고    scopus 로고
    • Efficient method of DOA estimation for uncorrelated and correlated signals
    • Y. Zhang and Z. Ye,"Efficient method of DOA estimation for uncorrelated and correlated signals," IEEE Antennas Wireless Propag. Lett., vol. 5, pp. 486-489, 2006.
    • (2006) IEEE Antennas Wireless Propag. Lett. , vol.5 , pp. 486-489
    • Zhang, Y.1    Ye, Z.2
  • 18
    • 84867388503 scopus 로고    scopus 로고
    • A deflation approach to direction of arrival estimation for symmetric uniform linear array
    • X. Xu, Z. Ye, Y. Zhang, and C. Chang,"A deflation approach to direction of arrival estimation for symmetric uniform linear array," IEEE Antennas Wireless Propag. Lett., vol. 7, pp. 799-802, 2008.
    • (2008) IEEE Antennas Wireless Propag. Lett. , vol.7 , pp. 799-802
    • Xu, X.1    Ye, Z.2    Zhang, Y.3    Chang, C.4
  • 19
    • 0031143159 scopus 로고    scopus 로고
    • DOA estimation in multipath: An approach using fourth-order cumulants
    • N. Yuen and B. Friedlander,"DOA estimation in multipath: An approach using fourth-order cumulants," IEEE Trans. Signal Process., vol. 45, no. 5, pp. 799-802, 1997.
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.5 , pp. 799-802
    • Yuen, N.1    Friedlander, B.2
  • 20
    • 0031232915 scopus 로고    scopus 로고
    • Applications of cumulants to array processing-Part IV: Direction finding in coherent signals case
    • E. Gonen, J. Mendel, and M. C. Dogan,"Applications of cumulants to array processing-Part IV: Direction finding in coherent signals case," IEEE Trans. Signal Process., vol. 45, no. 9, pp. 2265-2276, 1997.
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.9 , pp. 2265-2276
    • Gonen, E.1    Mendel, J.2    Dogan, M.C.3
  • 21
    • 0028764336 scopus 로고
    • Signal-subspace processing using higher order statistics
    • A. R. Leyman and T. S. Durrani,"Signal-subspace processing using higher order statistics," IEEE Electron. Lett., vol. 30, no. 16, pp. 1282-1284, 1994.
    • (1994) IEEE Electron. Lett. , vol.30 , Issue.16 , pp. 1282-1284
    • Leyman, A.R.1    Durrani, T.S.2
  • 23
    • 0034323731 scopus 로고    scopus 로고
    • Support vector machine techniques for nonlinear equalization
    • DOI 10.1109/78.875477
    • D. J. Sebald and J. A. Bucklew,"Support vector machine techniques for nonlinear equalization," IEEE Trans. Signal Process., vol. 48, no. 11, pp. 3217-3226, Nov. 2000. (Pubitemid 32027347)
    • (2000) IEEE Transactions on Signal Processing , vol.48 , Issue.11 , pp. 3217-3226
    • Sebald, D.J.1    Bucklew, J.A.2
  • 25
    • 0035176414 scopus 로고    scopus 로고
    • Adaptive multiuser receiver using a support vector machine technique
    • 53ND
    • S. Chen, A. K. Sanmigan, and L. Hanzo,"Adaptive multiuser receiver using a support vector machine technique," in Proc. IEEE Semiannu. Veh. Technol. Conf., (VTC 2001 Spring), Rhode, Greece, May 2001, pp. 604-608, CD-ROM. (Pubitemid 33087711)
    • (2001) IEEE Vehicular Technology Conference , vol.1 , pp. 604-608
    • Chen, S.1    Samingan, A.K.2    Hanzo, L.3
  • 29
    • 33846853735 scopus 로고    scopus 로고
    • On SVM for classification of real and synthetic radar signatures
    • DOI 10.1109/APS.2005.1551464, 1551464, 2005 IEEE Antennas and Propagation Society International Symposium and USNC/URSI Meeting, Digest
    • I. Jouny,"On SVM for classification of real and synthetic radar signatures," in Proc. IEEE Int. Symp. Antennas Propag. Soc., Washington DC, 2005, vol. 1B, pp. 2-5. (Pubitemid 46222662)
    • (2005) IEEE Antennas and Propagation Society, AP-S International Symposium (Digest) , vol.1 B , pp. 2-5
    • Jouny, I.1
  • 31
    • 0035300682 scopus 로고    scopus 로고
    • Support vector machines for SAR automatic target recognition
    • DOI 10.1109/7.937475
    • Q. Zhao and J. C. Principe,"Support vector machines for SAR automatic target recognition," IEEE Trans. Aerosp. Electron. Syst., vol. 37, no. 2, pp. 643-654, Apr. 2001. (Pubitemid 32693619)
    • (2001) IEEE Transactions on Aerospace and Electronic Systems , vol.37 , Issue.2 , pp. 643-654
    • Zhao, Q.1    Principe, J.C.2
  • 32
    • 0041880602 scopus 로고    scopus 로고
    • A comparative study of NN and SVM-based electromagnetic inverse scattering approaches to on-line detection of buried objects
    • Jul.
    • S. Caorsi, D. Anguita, E. Bermani, A. Boni,M. Donelli, and A.Massa,"A comparative study of NN and SVM-based electromagnetic inverse scattering approaches to on-line detection of buried objects," Appl. Comput. Electromagn. Soc. J., vol. 18, no. 2, pp. 1-11, Jul. 2003.
    • (2003) Appl. Comput. Electromagn. Soc. J. , vol.18 , Issue.2 , pp. 1-11
    • Caorsi, S.1    Anguita, D.2    Bermani, E.3    Boni, M.4    Donelli, A.5    Massa, A.6
  • 35
    • 0041379737 scopus 로고    scopus 로고
    • One-vs-one multiclass least squares support vector machines for direction of arrival estimation
    • Jul.
    • J. A. Rohwer and C. T. Abdallah,"One-vs-one multiclass least squares support vector machines for direction of arrival estimation," Appl. Comput. Electromagn. Soc. J., vol. 18, no. 2, pp. 34-45, Jul. 2003.
    • (2003) Appl. Comput. Electromagn. Soc. J. , vol.18 , Issue.2 , pp. 34-45
    • Rohwer, J.A.1    Abdallah, C.T.2
  • 37
    • 68949219597 scopus 로고    scopus 로고
    • An innovative multiresolution approach forDOAestimation based on a support vector classification
    • Aug.
    • M. Donelli, F. Viani, P. Rocca, and A.Massa,"An innovative multiresolution approach forDOAestimation based on a support vector classification," IEEE Trans. Antennas Propag., vol. 57, no. 8, pp. 2279-2292, Aug. 2009.
    • (2009) IEEE Trans. Antennas Propag. , vol.57 , Issue.8 , pp. 2279-2292
    • Donelli, M.1    Viani, F.2    Rocca, P.3    Massa, A.4
  • 38
    • 84878475926 scopus 로고    scopus 로고
    • Microwave devices and antennas modelling by support vector regression machines
    • DOI 10.1109/TMAG.2007.892480
    • G. Angiulli,M. Cacciola, andM. Versaci,"Microwave devices and antennas modelling by support vector regression machines," IEEE Trans. Magn., vol. 43, no. 4, pp. 1589-1592, Apr. 2007. (Pubitemid 46495538)
    • (2007) IEEE Transactions on Magnetics , vol.43 , Issue.4 , pp. 1589-1592
    • Angiulli, G.1    Cacciola, M.2    Versaci, M.3
  • 39
    • 31144479437 scopus 로고    scopus 로고
    • Support vector regression for the design of array antennas
    • DOI 10.1109/LAWP.2005.859379
    • R. G. Ayestaran and F. Las-Heras,"Support vector regression for the design of array antennas," IEEE Antennas Wireless Propag. Lett., vol. 4, pp. 414-416, 2005. (Pubitemid 43131822)
    • (2005) IEEE Antennas and Wireless Propagation Letters , vol.4 , Issue.1 , pp. 414-416
    • Ayestaran, R.G.1    Las-Heras, F.2
  • 40
    • 34548606672 scopus 로고    scopus 로고
    • Multiple support vector regression for antenna array characterization and synthesis
    • DOI 10.1109/TAP.2007.904077
    • R. G. Ayestaran, M. F. Campillo, and F. Las-Heras,"Multiple support vector regression for antenna array characterization and synthesis," IEEE Trans. Antennas Propag., vol. 55, no. 9, pp. 2495-2501, Sep. 2007. (Pubitemid 47408566)
    • (2007) IEEE Transactions on Antennas and Propagation , vol.55 , Issue.9 , pp. 2495-2501
    • Ayestaran, R.G.1    Campillo, M.F.2    Las-Heras, F.3
  • 41
    • 23044495266 scopus 로고    scopus 로고
    • A smart antenna system for direction of arrival estimation based on a support vector regression
    • DOI 10.1109/TAP.2005.850735
    • M. Pastorino and A. Randazzo,"A smart antenna system for direction of arrival estimation based on a support vector regression," IEEE Trans. Antennas Propag., vol. 53, no. 7, pp. 2161-2168, 2005. (Pubitemid 41064279)
    • (2005) IEEE Transactions on Antennas and Propagation , vol.53 , Issue.7 , pp. 2161-2168
    • Pastorino, M.1    Randazzo, A.2
  • 42
    • 68949202035 scopus 로고    scopus 로고
    • Direction of arrival estimation based on support vector regression: Experimental validation and comparison with MUSIC
    • A. Randazzo, M. A. Abou-Khousa, M. Pastorino, and R. Zoughi, "Direction of arrival estimation based on support vector regression: Experimental validation and comparison with MUSIC," IEEE Antennas Wireless Propag. Lett., vol. 6, pp. 379-382, 2007.
    • (2007) IEEE Antennas Wireless Propag. Lett. , vol.6 , pp. 379-382
    • Randazzo, A.1    Abou-Khousa, M.A.2    Pastorino, M.3    Zoughi, R.4
  • 44
    • 33847691124 scopus 로고    scopus 로고
    • Robust array beamforming with sidelobe control using support vector machines
    • DOI 10.1109/TSP.2006.885720
    • C. C. Gaudes, I. Santamaría, J. Vía, E.M. M. Gómez, and T. S. Paules,"Robust array beamforming with sidelobe control using support vector machines," IEEE Trans. Signal Process., vol. 55, no. 2, pp. 574-584, Feb. 2007. (Pubitemid 46351282)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.2 , pp. 574-584
    • Gaudes, C.C.1    Santamaria, I.2    Via, J.3    Gomez, E.M.4    Sese Paules, T.5
  • 46
    • 0020833661 scopus 로고
    • Optimality of high resolution array processing using the eigensystem approach
    • Oct.
    • G. Bienvenu and L. Kopp,"Optimality of high resolution array processing using the eigensystem approach," IEEE Trans. Acoust., Speech, Signal Process., vol. 31, no. 10, pp. 1234-1248, Oct. 1983.
    • (1983) IEEE Trans. Acoust., Speech, Signal Process. , vol.31 , Issue.10 , pp. 1234-1248
    • Bienvenu, G.1    Kopp, L.2
  • 49
    • 0000171374 scopus 로고
    • The 1972 Wald lecture robust statistics: A review
    • P. J. Huber,"The 1972 Wald lecture robust statistics: A review," Ann. Math. Stat., vol. 43, no. 4, pp. 1041-1067, 1972.
    • (1972) Ann. Math. Stat. , vol.43 , Issue.4 , pp. 1041-1067
    • Huber, P.J.1
  • 50
    • 78149294352 scopus 로고    scopus 로고
    • Clifford support vector machines for classification, regression, and recurrence
    • Nov.
    • E. J. Bayro-Corrochano and N. Arana-Daniel,"Clifford support vector machines for classification, regression, and recurrence," IEEE Trans. Neural Netw., vol. 21, no. 11, pp. 1731-1746, Nov. 2010.
    • (2010) IEEE Trans. Neural Netw. , vol.21 , Issue.11 , pp. 1731-1746
    • Bayro-Corrochano, E.J.1    Arana-Daniel, N.2
  • 51
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • DOI 10.1023/B:STCO.0000035301.49549.88
    • A. J. Smola and B. Schölkopf,"A tutorial on support vector regression," Stat. Comput., vol. 4, no. 3, pp. 199-222, Aug. 2004. (Pubitemid 39063488)
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 53
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • M. A. Aizerman, E. M. Braverman, and L. I. Rozoner,"Theoretical foundations of the potential function method in pattern recognition learning," Autom. Remote Control, vol. 25, pp. 821-837, 1964.
    • (1964) Autom. Remote Control , vol.25 , pp. 821-837
    • Aizerman, M.A.1    Braverman, E.M.2    Rozoner, L.I.3
  • 54
    • 0037844881 scopus 로고    scopus 로고
    • Linear dependency between and the input noise in -support vector regression
    • May
    • J. T. Kwok and I. W. Tsang,"Linear dependency between and the input noise in -support vector regression," IEEE Trans. Neural Netw., vol. 14, no. 3, pp. 544-553, May 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.3 , pp. 544-553
    • Kwok, J.T.1    Tsang, I.W.2
  • 55
    • 0346250790 scopus 로고    scopus 로고
    • Practical selection of SVM parameters and noise estimation for SVM regression
    • DOI 10.1016/S0893-6080(03)00169-2
    • V. Cherkassky and Y.Ma,"Practical selection of SVM parameters and noise estimation for SVMregression," Neural Netw., vol. 17, no. 1, pp. 113-126, Jan 2004. (Pubitemid 38019003)
    • (2004) Neural Networks , vol.17 , Issue.1 , pp. 113-126
    • Cherkassky, V.1    Ma, Y.2


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