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Volumn 19, Issue 5, 2008, Pages 737-745

Symmetric RBF classifier for nonlinear detection in multiple-antenna-aided systems

Author keywords

Classification; Multiple antenna system; Orthogonal forward selection; Radial basis function (RBF); Symmetry

Indexed keywords

BIT ERROR RATE; RECEIVING ANTENNAS; SIGNAL TO NOISE RATIO;

EID: 44349097636     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2007.911745     Document Type: Article
Times cited : (41)

References (46)
  • 2
    • 44349118082 scopus 로고    scopus 로고
    • S. Gunn, Support vector machines for classification and regression, ISIS Res. Group, Dept. Electron. Comput. Sci., Univ. Southampton, Southampton, U.K., May 1998, Tech. Rep.
    • S. Gunn, "Support vector machines for classification and regression," ISIS Res. Group, Dept. Electron. Comput. Sci., Univ. Southampton, Southampton, U.K., May 1998, Tech. Rep.
  • 3
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol. 43, no. 1, pp. 129-159, 2001.
    • (2001) SIAM Rev , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 4
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • M. E. Tipping, "Sparse Bayesian learning and the relevance vector machine," J. Mach. Learn. Res., vol. 1, pp. 211-244, 2001.
    • (2001) J. Mach. Learn. Res , vol.1 , pp. 211-244
    • Tipping, M.E.1
  • 6
    • 0036643065 scopus 로고    scopus 로고
    • Kernel matching pursuit
    • P. Vincent and Y. Bengio, "Kernel matching pursuit," Mach. Learn. vol. 48, no. 1, pp. 165-187, 2002.
    • (2002) Mach. Learn , vol.48 , Issue.1 , pp. 165-187
    • Vincent, P.1    Bengio, Y.2
  • 7
    • 0036161034 scopus 로고    scopus 로고
    • Training invariant support vector machines
    • D. Decoste and B. Schölkopf, "Training invariant support vector machines," Mach. Learn., vol. 46, no. 1, no. pp. 161-190, 2002.
    • (2002) Mach. Learn , vol.46 , Issue.1 and , pp. 161-190
    • Decoste, D.1    Schölkopf, B.2
  • 9
    • 33846092558 scopus 로고    scopus 로고
    • Reduced support vector machines: A statistical theory
    • Jan
    • Y.-J. Lee and S.-Y. Huang, "Reduced support vector machines: A statistical theory," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 1-13, Jan. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.1 , pp. 1-13
    • Lee, Y.-J.1    Huang, S.-Y.2
  • 10
    • 34248636293 scopus 로고    scopus 로고
    • Fast sparse approximation for least squares support vector machine
    • May
    • L. Jiao, L. Bo, and L. Wang, "Fast sparse approximation for least squares support vector machine," IEEE Trans. Neural Netw., vol. 18, no. 3, pp. 685-697, May 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.3 , pp. 685-697
    • Jiao, L.1    Bo, L.2    Wang, L.3
  • 11
    • 34248640313 scopus 로고    scopus 로고
    • Comparing support vector machines and feedforward neural networks with similar hidden-layer weights
    • May
    • E. Romero and D. Toppo, "Comparing support vector machines and feedforward neural networks with similar hidden-layer weights," IEEE Trans. Neural Netw., vol. 18, no. 3, pp. 959-963, May 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.3 , pp. 959-963
    • Romero, E.1    Toppo, D.2
  • 12
    • 34547098844 scopus 로고    scopus 로고
    • Kernel-based least squares policy iteration for reinforcement learning
    • Jul
    • X. Xu, D. Hu, and X. Lu, "Kernel-based least squares policy iteration for reinforcement learning," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 973-992, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.4 , pp. 973-992
    • Xu, X.1    Hu, D.2    Lu, X.3
  • 13
    • 34547117868 scopus 로고    scopus 로고
    • Support vector networks in adaptive friction compensation
    • Jul
    • G. L. Wang, Y. F. Li, and D. X. Bi, "Support vector networks in adaptive friction compensation," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1209-1219, Jul. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.4 , pp. 1209-1219
    • Wang, G.L.1    Li, Y.F.2    Bi, D.X.3
  • 14
    • 0024771664 scopus 로고
    • Orthogonal least squares methods and their applications to non-linear system identification
    • S. Chen, S. A. Billings, and W. Luo, "Orthogonal least squares methods and their applications to non-linear system identification," Int. J. Control, vol. 150, no. 5, pp. 1873-1896, 1989.
    • (1989) Int. J. Control , vol.150 , Issue.5 , pp. 1873-1896
    • Chen, S.1    Billings, S.A.2    Luo, W.3
  • 15
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • Mar
    • S. Chen, C. F. N. Cowan, and P. M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks," IEEE Trans. Neural Netw., vol. 2, no. 2, pp. 302-309, Mar. 1991.
    • (1991) IEEE Trans. Neural Netw , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 16
    • 0032594851 scopus 로고    scopus 로고
    • Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks
    • Sep
    • S. Chen, Y. Wu, and B. L. Luk, "Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks," IEEE Trans. Neural Netw., vol. 10, no. 5, pp. 1239-1243, Sep. 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.5 , pp. 1239-1243
    • Chen, S.1    Wu, Y.2    Luk, B.L.3
  • 17
    • 0036195207 scopus 로고    scopus 로고
    • Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm
    • S. A. Billings and K. L. Lee, "Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm," Neural Netw., vol. 15, no. 2, pp. 263-270, 2002.
    • (2002) Neural Netw , vol.15 , Issue.2 , pp. 263-270
    • Billings, S.A.1    Lee, K.L.2
  • 18
    • 0036740269 scopus 로고    scopus 로고
    • RBF neural network center selection based on Fisher ratio class separability measure
    • Sep
    • K. Z. Mao, "RBF neural network center selection based on Fisher ratio class separability measure," IEEE Trans. Neural Netw., vol. 13, no. 5, pp. 1211-1217, Sep. 2002.
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.5 , pp. 1211-1217
    • Mao, K.Z.1
  • 19
    • 0038548172 scopus 로고    scopus 로고
    • Sparse kernel regression modeling using combined locally regularized orthogonal least squares and D-optimality experimental design
    • Jun
    • S. Chen, X. Hong, and C. J. Harris, "Sparse kernel regression modeling using combined locally regularized orthogonal least squares and D-optimality experimental design," IEEE Trans. Autom. Control, vol. 48, no. 6, pp. 1029-1036, Jun. 2003.
    • (2003) IEEE Trans. Autom. Control , vol.48 , Issue.6 , pp. 1029-1036
    • Chen, S.1    Hong, X.2    Harris, C.J.3
  • 20
    • 1842430977 scopus 로고    scopus 로고
    • Sparse modeling using orthogonal forward regression with PRESS statistic and regularization
    • Apr
    • S. Chen, X. Hong, C. J. Harris, and P. M. Sharkey, "Sparse modeling using orthogonal forward regression with PRESS statistic and regularization," IEEE Trans. Syst. Man Cybern. B, Cybern., vol. 34, no. 2, pp. 898-911, Apr. 2004.
    • (2004) IEEE Trans. Syst. Man Cybern. B, Cybern , vol.34 , Issue.2 , pp. 898-911
    • Chen, S.1    Hong, X.2    Harris, C.J.3    Sharkey, P.M.4
  • 21
    • 33749569731 scopus 로고    scopus 로고
    • Fast kernel classifier construction using orthogonal forward selection to minimize leave-one-out misclassification rate
    • Kunming, China, Aug. 16-19
    • X. Hong, S. Chen, and C. J. Harris, "Fast kernel classifier construction using orthogonal forward selection to minimize leave-one-out misclassification rate," in Proc. Int. Conf. Intell. Comput., Kunming, China, Aug. 16-19, 2006, pp. 106-114.
    • (2006) Proc. Int. Conf. Intell. Comput , pp. 106-114
    • Hong, X.1    Chen, S.2    Harris, C.J.3
  • 22
    • 33846046907 scopus 로고    scopus 로고
    • A kernel-based two-class classifier for imbalanced data sets
    • Jan
    • X. Hong, S. Chen, and C. J. Harris, "A kernel-based two-class classifier for imbalanced data sets," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 28-41, Jan. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.1 , pp. 28-41
    • Hong, X.1    Chen, S.2    Harris, C.J.3
  • 25
    • 0026895808 scopus 로고
    • Overcoming co-channel interference using an adaptive radial basis function equalizer
    • S. Chen and B. Mulgrew, "Overcoming co-channel interference using an adaptive radial basis function equalizer," Signal Process., vol. 28, no. 1, pp. 91-107, 1992.
    • (1992) Signal Process , vol.28 , Issue.1 , pp. 91-107
    • Chen, S.1    Mulgrew, B.2
  • 26
    • 0027632249 scopus 로고
    • A clustering technique for digital communications channel equalization using radial basis function networks
    • Jul
    • S. Chen, B. Mulgrew, and P. M. Grant, "A clustering technique for digital communications channel equalization using radial basis function networks," IEEE Trans. Neural Netw., vol. 4, no. 4, pp. 570-579, Jul. 1993.
    • (1993) IEEE Trans. Neural Netw , vol.4 , Issue.4 , pp. 570-579
    • Chen, S.1    Mulgrew, B.2    Grant, P.M.3
  • 27
    • 0033308871 scopus 로고    scopus 로고
    • The application of support vector machines with Gaussian kernels for overcoming c-channel interference
    • Madison, WI, Aug. 23-25
    • F. Albu and D. Martinez, "The application of support vector machines with Gaussian kernels for overcoming c-channel interference," in Proc. 9th IEEE Int. Workshop Neural Netw. Signal Process., Madison, WI, Aug. 23-25, 1999, pp. 49-57.
    • (1999) Proc. 9th IEEE Int. Workshop Neural Netw. Signal Process , pp. 49-57
    • Albu, F.1    Martinez, D.2
  • 28
    • 0034323731 scopus 로고    scopus 로고
    • Support vector machine techniques for nonlinear equalization
    • Nov
    • 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.
    • (2000) IEEE Trans. Signal Process , vol.48 , Issue.11 , pp. 3217-3226
    • Sebald, D.J.1    Bucklew, J.A.2
  • 29
    • 0035176414 scopus 로고    scopus 로고
    • Support vector machine multiuser receiver for DS-CDMA signals in multipath channels
    • May
    • S. Chen, A. K. Samingan, and L. Hanzo, "Support vector machine multiuser receiver for DS-CDMA signals in multipath channels," IEEE Trans. Neural Netw., vol. 12, no. 3, pp. 604-611, May 2001.
    • (2001) IEEE Trans. Neural Netw , vol.12 , Issue.3 , pp. 604-611
    • Chen, S.1    Samingan, A.K.2    Hanzo, L.3
  • 30
    • 0035506174 scopus 로고    scopus 로고
    • The relevance vector machine technique for channel equalization application
    • Nov
    • S. Chen, S. R. Gunn, and C. J. Harris, "The relevance vector machine technique for channel equalization application." IEEE Trans. Neural Netw., vol. 12, no. 6, pp. 1529-1532, Nov. 2001.
    • (2001) IEEE Trans. Neural Netw , vol.12 , Issue.6 , pp. 1529-1532
    • Chen, S.1    Gunn, S.R.2    Harris, C.J.3
  • 32
    • 4043122446 scopus 로고    scopus 로고
    • Radial basis function network assisted space-time, equalization for dispersive, fading environments
    • A. Wolfgang, S. Chen, and L. Hanzo, "Radial basis function network assisted space-time, equalization for dispersive, fading environments," Electron. Lett., vol. 40, no. 16, 1006-1007, 2004.
    • (2004) Electron. Lett , vol.40 , Issue.16 , pp. 1006-1007
    • Wolfgang, A.1    Chen, S.2    Hanzo, L.3
  • 33
    • 2442537010 scopus 로고    scopus 로고
    • Kernel-based nonlinear beam-forming construction using orthogonal forward selection with Fisher ratio class separability measure
    • May
    • S. Chen, L. Hanzo, and A. Wolfgang, "Kernel-based nonlinear beam-forming construction using orthogonal forward selection with Fisher ratio class separability measure," IEEE Signal Process. Lett., vol. 11, no. 5, pp. 478-481, May 2004.
    • (2004) IEEE Signal Process. Lett , vol.11 , Issue.5 , pp. 478-481
    • Chen, S.1    Hanzo, L.2    Wolfgang, A.3
  • 34
    • 6344280878 scopus 로고    scopus 로고
    • Nonlinear multi-antenna detection methods
    • S. Chen, L. Hanzo, and A. Wolfgang, "Nonlinear multi-antenna detection methods," EURASIP J. Appl. Signal Process., vol. 2004, no. 9, pp. 1225-1237, 2004.
    • (2004) EURASIP J. Appl. Signal Process , vol.2004 , Issue.9 , pp. 1225-1237
    • Chen, S.1    Hanzo, L.2    Wolfgang, A.3
  • 35
    • 0034505762 scopus 로고    scopus 로고
    • Asymptotic Bayesian decision feedback equalizer using a set of hyperplanes
    • Dec
    • S. Chen, B. Mulgrew, arid L. Hanzo, "Asymptotic Bayesian decision feedback equalizer using a set of hyperplanes," IEEE Trans. Signal Process., vol. 48. no. 12, pp. 3493-3500, Dec. 2000.
    • (2000) IEEE Trans. Signal Process , vol.48 , Issue.12 , pp. 3493-3500
    • Chen, S.1    Mulgrew, B.2    arid, L.3    Hanzo4
  • 36
    • 33749820670 scopus 로고    scopus 로고
    • The ties problem resulting from counting-based error estimators and its impact in gene selection algorithms
    • X. Zhou and K. Z. Mao, "The ties problem resulting from counting-based error estimators and its impact in gene selection algorithms," Bioinformatics, vol. 22, no. 20, pp. 2507-2515, 2006.
    • (2006) Bioinformatics , vol.22 , Issue.20 , pp. 2507-2515
    • Zhou, X.1    Mao, K.Z.2
  • 42
    • 17144369834 scopus 로고    scopus 로고
    • Adaptive minimum bit error rate beamforming
    • Mar
    • S. Chen, N. N. Ahmad, and L. Hanzo, "Adaptive minimum bit error rate beamforming," IEEE Trans. Wireless Commun., vol. 4, no. 2, pp. 341-348, Mar. 2005.
    • (2005) IEEE Trans. Wireless Commun , vol.4 , Issue.2 , pp. 341-348
    • Chen, S.1    Ahmad, N.N.2    Hanzo, L.3
  • 44
    • 0028392986 scopus 로고
    • Complex-valued radial basis function network, Part II: Application to digital communications channel equalization
    • S. Chen, S. McLaughlin, and B. Mulgrew, "Complex-valued radial basis function network, Part II: Application to digital communications channel equalization," Signal Process., vol. 36, pp. 175-188, 1994.
    • (1994) Signal Process , vol.36 , pp. 175-188
    • Chen, S.1    McLaughlin, S.2    Mulgrew, B.3
  • 45
    • 34047114765 scopus 로고    scopus 로고
    • S. Chen, H.-Q. Du, and L.. Hanzo, Adaptive minimum symbol error rate beamforming assisted receiver for quadrature, amplitude modulation systems, in Proc. Veh. Technol. Conf. - Spring, Melbourne, Australia, May 7-10, 2006, 5, pp. 2236-2240.
    • S. Chen, H.-Q. Du, and L.. Hanzo, "Adaptive minimum symbol error rate beamforming assisted receiver for quadrature, amplitude modulation systems," in Proc. Veh. Technol. Conf. - Spring, Melbourne, Australia, May 7-10, 2006, vol. 5, pp. 2236-2240.
  • 46
    • 0000487771 scopus 로고
    • Adaptive Bayesian decision feedback equalizer for dispersive mobile radio channels
    • May
    • S. Chen, S. McLaughlin, B. Mulgrew, and P. M. Grant, "Adaptive Bayesian decision feedback equalizer for dispersive mobile radio channels," IEEE Trans. Commun., vol. 43, no. 5, pp. 1937-1946, May 1995.
    • (1995) IEEE Trans. Commun , vol.43 , Issue.5 , pp. 1937-1946
    • Chen, S.1    McLaughlin, S.2    Mulgrew, B.3    Grant, P.M.4


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