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Volumn 52, Issue 8, 2004, Pages 2298-2307

SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); CONVERGENCE OF NUMERICAL METHODS; ESTIMATION; MATHEMATICAL MODELS; REGRESSION ANALYSIS; WIRELESS TELECOMMUNICATION SYSTEMS;

EID: 3543143021     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.831028     Document Type: Article
Times cited : (269)

References (35)
  • 2
    • 0036571056 scopus 로고    scopus 로고
    • Multi-input multi-output fading channel tracking and equalization using kalman estimation
    • May
    • C. Komninakis, C. Frauili, A. H. Sayed, and R. D. Wesel, "Multi-input multi-output fading channel tracking and equalization using kalman estimation," IEEE Trans. Signal Processing, vol. 50, pp. 1065-1075, May 2002.
    • (2002) IEEE Trans. Signal Processing , vol.50 , pp. 1065-1075
    • Komninakis, C.1    Frauili, C.2    Sayed, A.H.3    Wesel, R.D.4
  • 3
    • 0034298479 scopus 로고    scopus 로고
    • The finite-length multi-input multi-output MMSE-DFE
    • Oct
    • N. Al-Dhahir and A. H. Sayed, "The finite-length multi-input multi-output MMSE-DFE," IEEE Trans. Signal Processing, vol. 48, pp. 2921-2936, Oct. 2000.
    • (2000) IEEE Trans. Signal Processing , vol.48 , pp. 2921-2936
    • Al-Dhahir, N.1    Sayed, A.H.2
  • 4
    • 0035696792 scopus 로고    scopus 로고
    • Achievable rate of MIMO channels with data-aided channel estimation and perfect interleaving
    • Dec
    • J. Baltersee, G. Fock, and H. Meyr, "Achievable rate of MIMO channels with data-aided channel estimation and perfect interleaving," IEEE J. Select. Areas Commun., vol. 19, pp. 2358-2368, Dec. 2001.
    • (2001) IEEE J. Select. Areas Commun. , vol.19 , pp. 2358-2368
    • Baltersee, J.1    Fock, G.2    Meyr, H.3
  • 5
  • 6
    • 0032202060 scopus 로고    scopus 로고
    • Adaptive blind source separation and equalization for multiple-input/multiple-output systems
    • Nov
    • Y. Li and R. Liu, "Adaptive blind source separation and equalization for multiple-input/multiple-output systems," IEEE Trans. Inform. Theory, vol. 44, pp. 2864-2876, Nov. 1998.
    • (1998) IEEE Trans. Inform. Theory , vol.44 , pp. 2864-2876
    • Li, Y.1    Liu, R.2
  • 9
    • 0026966646 scopus 로고
    • A training algorithm for optimal margin classifiers
    • D. Haussler, Ed., Pittsburgh, PA
    • B. E. Boser, I. M. Guyon, and V. N. Vapnik, "A training algorithm for optimal margin classifiers," in Proc. 5th Annu. ACM Workshop COLT, D. Haussler, Ed., Pittsburgh, PA, 1992, pp. 144-152.
    • (1992) Proc. 5th Annu. ACM Workshop COLT , pp. 144-152
    • Boser, B.E.1    Guyon, I.M.2    Vapnik, V.N.3
  • 11
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • M. Mozer, M. Jordan, and T. Petsche, Eds. Cambridge MA: MIT Press
    • V. N. Vapnik, S. Golowich, and A. Smola, "Support vector method for function approximation, regression estimation, and signal processing," in Neural Information Processing Systems, M. Mozer, M. Jordan, and T. Petsche, Eds. Cambridge MA: MIT Press, 1997, pp. 169-184.
    • (1997) Neural Information Processing Systems , pp. 169-184
    • Vapnik, V.N.1    Golowich, S.2    Smola, A.3
  • 14
    • 0013098427 scopus 로고    scopus 로고
    • Adaptive SVC for nonlinear channel equalization
    • Toulouse, France, Sept
    • F. Pérez-Cruz and A. Artés-Rodríguez, "Adaptive SVC for nonlinear channel equalization," in Proc. EUSIPCO, Toulouse, France, Sept. 2002.
    • (2002) Proc. EUSIPCO
    • Pérez-Cruz, F.1    Artés-Rodríguez, A.2
  • 15
    • 0037273171 scopus 로고    scopus 로고
    • Channel estimation for OFDM systems using adaptive radial basis function networks
    • Jan
    • X. Zhou and X. Wang, "Channel estimation for OFDM systems using adaptive radial basis function networks," IEEE Trans. Veh. Technol., vol. 52, pp. 48-59, Jan. 2003.
    • (2003) IEEE Trans. Veh. Technol. , vol.52 , pp. 48-59
    • Zhou, X.1    Wang, X.2
  • 16
    • 0034207326 scopus 로고    scopus 로고
    • Wavelet-based separating kernels for array processing of cellular DS/CDMA signals in fast fading
    • June
    • M. Martone, "Wavelet-based separating kernels for array processing of cellular DS/CDMA signals in fast fading," IEEE Trans. Commun., vol. 48, pp. 979-995, June 2000.
    • (2000) IEEE Trans. Commun. , vol.48 , pp. 979-995
    • Martone, M.1
  • 17
    • 0032625703 scopus 로고    scopus 로고
    • Joint multipath-doppler diversity in mobile wireless communications
    • Jan
    • A. Sayeed and B. Aazhang, "Joint multipath-doppler diversity in mobile wireless communications," IEEE Trans. Veh. Technol., vol. 47, pp. 123-132, Jan. 1999.
    • (1999) IEEE Trans. Veh. Technol. , vol.47 , pp. 123-132
    • Sayeed, A.1    Aazhang, B.2
  • 18
    • 0032651605 scopus 로고    scopus 로고
    • Adaptive antenna arrays for OFDM systems with cochannel interference
    • Feb
    • Y. Li and N. Sollenberger, "Adaptive antenna arrays for OFDM systems with cochannel interference," IEEE Trans. Commun., vol. 47, pp. 217-229, Feb. 1999.
    • (1999) IEEE Trans. Commun. , vol.47 , pp. 217-229
    • Li, Y.1    Sollenberger, N.2
  • 20
    • 0035176414 scopus 로고    scopus 로고
    • Support vector machine multiuser receiver for DS-CDMA signals in multipath channels
    • May
    • S. Chen, A. Samingan, and L. Hanzo, "Support vector machine multiuser receiver for DS-CDMA signals in multipath channels," IEEE Trans. Neural Networks, vol. 12, pp. 604-611, May 2001.
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 604-611
    • Chen, S.1    Samingan, A.2    Hanzo, L.3
  • 21
    • 0034323731 scopus 로고    scopus 로고
    • Support Vector Machines techniques for nonlinear equalization
    • Nov
    • D. J. Sebald and J. A. Bucklew, "Support Vector Machines techniques for nonlinear equalization," IEEE Trans. Signal Processing, vol. 48, pp. 3217-3226, Nov. 2000.
    • (2000) IEEE Trans. Signal Processing , vol.48 , pp. 3217-3226
    • Sebald, D.J.1    Bucklew, J.A.2
  • 22
    • 0036297358 scopus 로고    scopus 로고
    • Sequence estimation and channel equalization using forward decoding kernel machines
    • May
    • S. Chakrabartty and G. Cauwenberghs, "Sequence estimation and channel equalization using forward decoding kernel machines," in Proc. ICASSP, vol. 3, May 2002, pp. 2669-2672.
    • (2002) Proc. ICASSP , vol.3 , pp. 2669-2672
    • Chakrabartty, S.1    Cauwenberghs, G.2
  • 23
    • 0025448744 scopus 로고
    • Adaptative equalization of finite nonlinear channels using multilayer perceptrons
    • S. Chen, G. J. Gibson, C. F. N. Cowan, and P. M. Grant, "Adaptative equalization of finite nonlinear channels using multilayer perceptrons," in Signal Process., vol. 10, 1990, pp. 107-119.
    • (1990) Signal Process. , vol.10 , pp. 107-119
    • Chen, S.1    Gibson, G.J.2    Cowan, C.F.N.3    Grant, P.M.4
  • 24
    • 0032022195 scopus 로고    scopus 로고
    • On limits of wireless communications in a fading environment when using multiple antennas
    • Mar
    • G. J. Foschini, and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless Pers. Commun., vol. 6, pp. 311-335, Mar. 1998.
    • (1998) Wireless Pers. Commun. , vol.6 , pp. 311-335
    • Foschini, G.J.1    Gans, M.J.2
  • 26
    • 0000106040 scopus 로고
    • Universal approximation using radial basis function networks
    • J. Park and I. W. Sandberg, "Universal approximation using radial basis function networks," Neural Comput., vol. 3, pp. 246-257, 1991.
    • (1991) Neural Comput. , vol.3 , pp. 246-257
    • Park, J.1    Sandberg, I.W.2
  • 28
    • 0003401675 scopus 로고    scopus 로고
    • Tech. Rep. NC-TR-98-030. Royal Holloway College, Univ. London, London, U.K.. [Online]. Available
    • A. J. Smola and B. Schölkopf. (1998) A tutorial on support vector regression, Tech. Rep. NC-TR-98-030. Royal Holloway College, Univ. London, London, U.K.. [Online]. Available: ftp://www.neuro-colt.com/pub/neurocolt/-techports/1998/98030.ps.Z
    • (1998) A Tutorial on Support Vector Regression
    • Smola, A.J.1    Schölkopf, B.2
  • 32
    • 0015000439 scopus 로고
    • Some results in Tchebycheffian spline functions
    • G. S. Kimeldorf and G. Wahba, "Some results in Tchebycheffian spline functions," J. Math. Anal. Applicat., vol. 33, pp. 82-95, 1971.
    • (1971) J. Math. Anal. Applicat. , vol.33 , pp. 82-95
    • Kimeldorf, G.S.1    Wahba, G.2
  • 34
    • 0025540179 scopus 로고
    • Modeling MESFET's for intermodulation analysis of mixers and amplifiers
    • Dec
    • S. A. Maas and D. Neilson, "Modeling MESFET's for intermodulation analysis of mixers and amplifiers," IEEE Trans. Microwave Theory Techn., vol. 38, pp. 1964-1971, Dec. 1990.
    • (1990) IEEE Trans. Microwave Theory Techn. , vol.38 , pp. 1964-1971
    • Maas, S.A.1    Neilson, D.2
  • 35
    • 0043131808 scopus 로고    scopus 로고
    • A regularized technique for the simultaneous reconstruction of a function and its derivatives with application to nonlinear transistor modeling
    • M. Lázaro, I. Santamaría, C. Pantaleón, J. Ibánez, and L. Vielva, "A regularized technique for the simultaneous reconstruction of a function and its derivatives with application to nonlinear transistor modeling," Signal Process.,
    • (2003) Signal Process. , vol.83 , Issue.9 , pp. 1859-1870
    • Lázaro, M.1    Santamaría, I.2    Pantaleón, C.3    Ibánez, J.4    Vielva, L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.