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Volumn 13, Issue 2, 1996, Pages 50-65

Applying radial basis functions

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; BIT ERROR RATE; COMPUTATIONAL COMPLEXITY; FUNCTIONS; INTERPOLATION; INTERSYMBOL INTERFERENCE; INVERSE PROBLEMS; PERFORMANCE; SIGNAL PROCESSING; SPREAD SPECTRUM COMMUNICATION; VECTORS;

EID: 0030107268     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/79.487041     Document Type: Article
Times cited : (181)

References (54)
  • 1
    • 0022435636 scopus 로고
    • Adaptive equalization
    • S.U.H. Qureshi, "Adaptive equalization," Proceedings IEEE, vol. 73, no.9, pp. 1349-1387, 1985.
    • (1985) Proceedings IEEE , vol.73 , Issue.9 , pp. 1349-1387
    • Qureshi, S.U.H.1
  • 2
    • 0015346024 scopus 로고
    • Maximum likelihood sequence estimation of digital sequences in the presence of intersymbol interference
    • May
    • G.D. Forney, "Maximum likelihood sequence estimation of digital sequences in the presence of intersymbol interference," IEEE Transactions Information Theory, vol. IT-18, pp. 363-378, May 1972.
    • (1972) IEEE Transactions Information Theory , vol.IT-18 , pp. 363-378
    • Forney, G.D.1
  • 3
    • 0025477542 scopus 로고
    • Decision feedback equalisation using neural network structures and performance comparison with the standard architecture
    • Aug.
    • S. Siu, GJ. Gibson, and C.F.N. Cowan, "Decision feedback equalisation using neural network structures and performance comparison with the standard architecture," IEE Proceedings Part I, vol. 137, no. 4, pp.221-225, Aug. 1990.
    • (1990) IEE Proceedings Part I , vol.137 , Issue.4 , pp. 221-225
    • Siu, S.1    Gibson, G.J.2    Cowan, C.F.N.3
  • 4
    • 0026204015 scopus 로고
    • The application of nonlinear structures to the reconstruction of binary signals
    • Aug.
    • G.J. Gibson, S. Siu, and C.F.N. Cowan, "The application of nonlinear structures to the reconstruction of binary signals," IEEE Trans Signal Processing, vol. 39, no. 8, pp. 1877-1884, Aug. 1991.
    • (1991) IEEE Trans Signal Processing , vol.39 , Issue.8 , pp. 1877-1884
    • Gibson, G.J.1    Siu, S.2    Cowan, C.F.N.3
  • 5
    • 0014701235 scopus 로고
    • Statistical detection for communications channels with intersymbol interference
    • May
    • K. Abend and B.D. Fritchman, "Statistical detection for communications channels with intersymbol interference," Proceedings IEEE, vol. 58, no. 5, pp. 779-785, May 1970.
    • (1970) Proceedings IEEE , vol.58 , Issue.5 , pp. 779-785
    • Abend, K.1    Fritchman, B.D.2
  • 7
    • 0023867795 scopus 로고
    • Single user detectors for multi-user channels
    • Jan
    • H.V. Poor and S. Verdu, "Single user detectors for multi-user channels," IEEE Trans Communications, vol. 36, no.1, pp. 50-60, Jan 1988.
    • (1988) IEEE Trans Communications , vol.36 , Issue.1 , pp. 50-60
    • Poor, H.V.1    Verdu, S.2
  • 8
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • D. S. Broomhead and D. Lowe, "Multivariable functional interpolation and adaptive networks," Complex Systems, vol. 2, pp. 321-355, 1988.
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 9
    • 0028277017 scopus 로고
    • Complex valued radial basis function networks: Network architecture and learning algorithms (part I)
    • January
    • S Chen, S McLaughlin, and B Mulgrew, "Complex valued radial basis function networks: network architecture and learning algorithms (part I) ," EURASIP Signal Processing Journal, vol. 25, no. 1, pp. 19-31. January 1994.
    • (1994) EURASIP Signal Processing Journal , vol.25 , Issue.1 , pp. 19-31
    • Chen, S.1    McLaughlin, S.2    Mulgrew, B.3
  • 10
    • 0028392986 scopus 로고
    • Complex valued radial basis function network: Application to digital communications channel equalisation (part II)
    • March
    • S Chen, S McLaughlin, and B Mulgrew, "Complex valued radial basis function network: application to digital communications channel equalisation (part II) ," EURASIP Signal Processing Journal, vol. 36, no. 2, pp. 175-188, March 1994.
    • (1994) EURASIP Signal Processing Journal , vol.36 , Issue.2 , pp. 175-188
    • Chen, S.1    McLaughlin, S.2    Mulgrew, B.3
  • 11
    • 0029205963 scopus 로고
    • Channel equalization using adaptive complex radial basis function networks
    • Jan
    • I. Cha and S.A. Kassam, "Channel equalization using adaptive complex radial basis function networks," IEEE Journal on Selected Areas in Communications, vol. 13, no. 1, pp. 122-131, Jan 1995.
    • (1995) IEEE Journal on Selected Areas in Communications , vol.13 , Issue.1 , pp. 122-131
    • Cha, I.1    Kassam, S.A.2
  • 12
    • 34250122797 scopus 로고
    • Interpolation of scatter data: Distance matrices and conditionally positive definite functions
    • C.A. Micchelli, "Interpolation of scatter data: distance matrices and conditionally positive definite functions," Constructive Approximation, vol. 2, pp. 11-22, 1986.
    • (1986) Constructive Approximation , vol.2 , pp. 11-22
    • Micchelli, C.A.1
  • 13
    • 0001355838 scopus 로고
    • Radial basis functions for multivariable interpolation: A review
    • Oxford
    • M.J.D. Powell, "Radial basis functions for multivariable interpolation: a review" Algorithms for Approximation, pp. 143-167, Oxford, 1987.
    • (1987) Algorithms for Approximation , pp. 143-167
    • Powell, M.J.D.1
  • 14
    • 0002921040 scopus 로고
    • Interpolation of scattered data by radial functions
    • Academic Press, New York
    • N. Dyn, "Interpolation of scattered data by radial functions," Topics in Multivariate Approximation, Academic Press, New York. 1987.
    • (1987) Topics in Multivariate Approximation
    • Dyn, N.1
  • 15
    • 0001683814 scopus 로고
    • Layered neural networks with Gaussian hidden units as universal approximations
    • E.J. Hartman, J.D. Keeler, and J.M. Kowalski, "Layered neural networks with Gaussian hidden units as universal approximations," Neural Computation, vol. 2, no. 2, pp. 210-215, 1990.
    • (1990) Neural Computation , vol.2 , Issue.2 , pp. 210-215
    • Hartman, E.J.1    Keeler, J.D.2    Kowalski, J.M.3
  • 16
    • 0000106040 scopus 로고
    • Universal approximation using radial basis function networks
    • Park and I.W. Sandberg, "Universal approximation using radial basis function networks," Neural Computation, vol. 3, pp. 247-257, 1991.
    • (1991) Neural Computation , vol.3 , pp. 247-257
    • Park1    Sandberg, I.W.2
  • 17
    • 0001002401 scopus 로고
    • Approximation and radial basis function networks
    • J. Park and I.W. Sandberg, "Approximation and radial basis function networks," Neural Computation, vol. 5, pp. 305-316, 1993.
    • (1993) Neural Computation , vol.5 , pp. 305-316
    • Park, J.1    Sandberg, I.W.2
  • 19
    • 84950967431 scopus 로고
    • Non-linear Systems Identification using radial basis functions
    • December
    • S. Chen, S.A. Billings, C.F.N. Cowan, and P.M. Grant, "Non-linear Systems Identification using radial basis functions," International Journal Systems Science, vol. 21, no. 12, pp. 2513-2539, December 1990.
    • (1990) International Journal Systems Science , vol.21 , Issue.12 , pp. 2513-2539
    • Chen, S.1    Billings, S.A.2    Cowan, C.F.N.3    Grant, P.M.4
  • 20
    • 0029535654 scopus 로고
    • Interference cancellation using radial basis function networks
    • Dec.
    • I. Cha and S.A. Kassam, "Interference cancellation using radial basis function networks," EURASIP Signal Processing, vol 147, no. 3, Dec. 1995, p. 247-268.
    • (1995) EURASIP Signal Processing , vol.147 , Issue.3 , pp. 247-268
    • Cha, I.1    Kassam, S.A.2
  • 21
    • 0025894357 scopus 로고
    • Reconstruction of binary signals using an adaptive radial basis function equaliser
    • S. Chen, G.J. Gibson, C.F.N. Cowan, and P.M. Grant, "Reconstruction of binary signals using an adaptive radial basis function equaliser," EURASIP Signal Processing, vol. 22, no. 1, pp. 77-93, 1991.
    • (1991) EURASIP Signal Processing , vol.22 , Issue.1 , pp. 77-93
    • Chen, S.1    Gibson, G.J.2    Cowan, C.F.N.3    Grant, P.M.4
  • 22
    • 0000672424 scopus 로고
    • Fast learning in networks of locally tuned processing units
    • J. Moody and C.J. Darken, "Fast learning in networks of locally tuned processing units," Neural Computation, vol. 1, no.2, pp. 281-294, 1989.
    • (1989) Neural Computation , vol.1 , Issue.2 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 23
    • 0029196051 scopus 로고
    • Optimal adaptive κ-means algorithm with dynamic adjustment of learning rate
    • C. Chinrungrueng and C.H. Sequin, "Optimal adaptive κ-means algorithm with dynamic adjustment of learning rate," IEEE Trans Neural Networks, vol. 6, no. 1, pp. 157-169, 1995.
    • (1995) IEEE Trans Neural Networks , vol.6 , Issue.1 , pp. 157-169
    • Chinrungrueng, C.1    Sequin, C.H.2
  • 24
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • S. Chen, C.F.N. Cowan, and P.M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks," IEEE Trans Neural Networks, vol. 2, pp. 302-309, 1991.
    • (1991) IEEE Trans Neural Networks , vol.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 26
    • 0003807773 scopus 로고
    • Prentice-Hall, Englewood Cliffs, N.J.
    • S. Haykin, Adaptive Filter Theory, Prentice-Hall, Englewood Cliffs, N.J., 1992.
    • (1992) Adaptive Filter Theory
    • Haykin, S.1
  • 29
    • 0027659296 scopus 로고
    • Adaptive Bayesian equaliser with decision feedback
    • September
    • S. Chen, B. Mulgrew, and S McLaughlin, "Adaptive Bayesian equaliser with decision feedback," IEEE Trans Signal Processing, vol. 41, no. 9, pp. 2918-2927, September 1993.
    • (1993) IEEE Trans Signal Processing , vol.41 , Issue.9 , pp. 2918-2927
    • Chen, S.1    Mulgrew, B.2    McLaughlin, S.3
  • 30
    • 0028727168 scopus 로고
    • Neural network techniques for adaptive multiuser demodulation
    • Dec.
    • U. Mitra and H. V. Poor, "Neural network techniques for adaptive multiuser demodulation," IEEE Journal on Selected Areas in Communications, vol. 12, no.9, pp. 1460-1470, Dec. 1994.
    • (1994) IEEE Journal on Selected Areas in Communications , vol.12 , Issue.9 , pp. 1460-1470
    • Mitra, U.1    Poor, H.V.2
  • 31
    • 0028528963 scopus 로고
    • Recurrent radial basis function networks for optimal symbol-by-symbol equalisation
    • J. Cid-Sueira, A. Artes-Rodriguez, and A.R. Figueiras-Vidal, "Recurrent radial basis function networks for optimal symbol-by-symbol equalisation," EURASIP Signal Processing, vol. 40, pp. 53-63, 1994.
    • (1994) EURASIP Signal Processing , vol.40 , pp. 53-63
    • Cid-Sueira, J.1    Artes-Rodriguez, A.2    Figueiras-Vidal, A.R.3
  • 33
    • 0028397218 scopus 로고
    • Using reccurrent neural networks for adaptive communications channel equalization
    • Mar
    • G. Kechriotis, E. Zervas, and E.S. Manolakis, "Using reccurrent neural networks for adaptive communications channel equalization," IEEE Trans Neural Networks, vol. 5, no. 2, pp. 267-278, Mar 1994.
    • (1994) IEEE Trans Neural Networks , vol.5 , Issue.2 , pp. 267-278
    • Kechriotis, G.1    Zervas, E.2    Manolakis, E.S.3
  • 34
    • 0020115770 scopus 로고
    • Developments of the conventional nonlinear equaliser
    • A.P. Clark, L.H. Lee, and R.S. Marshall, "Developments of the conventional nonlinear equaliser," IEE Proceedings Part F, vol. 129, no.2, pp. 85-94, 1982.
    • (1982) IEE Proceedings Part F , vol.129 , Issue.2 , pp. 85-94
    • Clark, A.P.1    Lee, L.H.2    Marshall, R.S.3
  • 35
    • 0000487771 scopus 로고
    • Adaptive Bayesian decision feedback equaliser for dispersive mobile radio channels
    • May
    • S. Chen, S. McLaughlin, B. Mulgrew, and P.M. Grant, "Adaptive Bayesian decision feedback equaliser for dispersive mobile radio channels," IEEE Transactions on Communications, vol. 43, no. 5, pp. 1937-1946, May 1995.
    • (1995) IEEE Transactions on Communications , vol.43 , Issue.5 , pp. 1937-1946
    • Chen, S.1    McLaughlin, S.2    Mulgrew, B.3    Grant, P.M.4
  • 36
    • 0027888047 scopus 로고
    • Joint channel estimation and data detection using a blind decision feedback equaliser
    • November
    • S. Chen, S. McLaughlin, P.M. Grant, and B. Mulgrew, "Joint channel estimation and data detection using a blind decision feedback equaliser," Proceedings IEEE Globecom'93, pp. 2017-2021, November 1993.
    • (1993) Proceedings IEEE Globecom'93 , pp. 2017-2021
    • Chen, S.1    McLaughlin, S.2    Grant, P.M.3    Mulgrew, B.4
  • 37
    • 0029321860 scopus 로고
    • Schemes for equalisation of communications channels with nonlinear impairments
    • June
    • S. Theodoridis, C.F.N. Cowan, C.P. Callender, and C.M.S. See, "Schemes for equalisation of communications channels with nonlinear impairments," IEE Proceedings Communications, vol. 142, no.3, pp. 165-171, June 1995.
    • (1995) IEE Proceedings Communications , vol.142 , Issue.3 , pp. 165-171
    • Theodoridis, S.1    Cowan, C.F.N.2    Callender, C.P.3    See, C.M.S.4
  • 38
    • 0026895808 scopus 로고
    • Overcoming co-channel interference using an adaptive radial basis function equaliser
    • S. Chen and B. Mulgrew, "Overcoming co-channel interference using an adaptive radial basis function equaliser," EURASIP Signal Processing Journal, vol. 28, no. 1, pp. 91-107, 1992.
    • (1992) EURASIP Signal Processing Journal , vol.28 , Issue.1 , pp. 91-107
    • Chen, S.1    Mulgrew, B.2
  • 40
    • 0028319544 scopus 로고
    • The orthogonal-random wave form dichotomy for digital personal communications
    • first quarter
    • A.J. Vlterbi, "The orthogonal-random wave form dichotomy for digital personal communications," IEEE Personal Communications Magazine, pp. 18-24, first quarter 1994.
    • (1994) IEEE Personal Communications Magazine , pp. 18-24
    • Vlterbi, A.J.1
  • 42
    • 0028729028 scopus 로고
    • Adaptive multiuser detection
    • Oulu, Finland, July
    • S. Verdu, "Adaptive multiuser detection." Proceedings ISSSTA 94, pp. 43-50, Oulu, Finland, July 1994.
    • (1994) Proceedings ISSSTA 94 , pp. 43-50
    • Verdu, S.1
  • 43
    • 0026886540 scopus 로고
    • Neural network for multiuser detection in code division multiple access communications
    • B. Aazhang, B.-P. Paris, and G. C. Orsak, "Neural network for multiuser detection in code division multiple access communications," IEEE Trans Communications, vol. 40, no. 7, pp. 1212-1222, 1992.
    • (1992) IEEE Trans Communications , vol.40 , Issue.7 , pp. 1212-1222
    • Aazhang, B.1    Paris, B.-P.2    Orsak, G.C.3
  • 44
    • 0029251867 scopus 로고
    • Adaptive receiver algorithms for near-far resistant CDMA
    • Feb/Mar/Apr
    • U. Mitra and H.V. Poor, "Adaptive receiver algorithms for near-far resistant CDMA," IEEE Transactions Communications, vol. 43, no. 2/3/4, Part III, pp. 1713-1724, Feb/Mar/Apr 1995.
    • (1995) IEEE Transactions Communications , vol.43 , Issue.2-4 PART III , pp. 1713-1724
    • Mitra, U.1    Poor, H.V.2
  • 46
    • 85032764767 scopus 로고
    • Adaptive receivers for synchronous and asynchronous CDMA communications systems
    • Vigo, Spain, October
    • E.S. Warner, B. Mulgrew, and P.M. Grant, "Adaptive receivers for synchronous and asynchronous CDMA communications systems," Proc COST 229, Vigo, Spain, October 1994.
    • (1994) Proc COST 229
    • Warner, E.S.1    Mulgrew, B.2    Grant, P.M.3
  • 49
    • 0027601350 scopus 로고
    • Fast blind equalisation based on a Bayesian decision feedback equaliser
    • May
    • S. Chen, S. McLaughlin, P.M. Grant, and B. Mulgrew, "Fast blind equalisation based on a Bayesian decision feedback equaliser," Electronics Letters, vol. 29, no. 10, pp. 891-3, May 1993.
    • (1993) Electronics Letters , vol.29 , Issue.10 , pp. 891-893
    • Chen, S.1    McLaughlin, S.2    Grant, P.M.3    Mulgrew, B.4
  • 52
    • 0027618149 scopus 로고
    • An adaptive radial basis function diversity combiner
    • 10th June
    • R. Arnott, "An adaptive radial basis function diversity combiner," IEE Electronics Utters, vol. 29, no. 12, pp. 1092-1094, 10th June 1993.
    • (1993) IEE Electronics Utters , vol.29 , Issue.12 , pp. 1092-1094
    • Arnott, R.1
  • 53
    • 85032776851 scopus 로고
    • Realising the Bayesian decision boundary for channel equalisation using radial basis function network and linear equaliser
    • Oxford, July
    • E.S. Chng, S. Chen, B. Mulgrew, and G.J. Gibson, "Realising the Bayesian decision boundary for channel equalisation using radial basis function network and linear equaliser," Mathematics for Neural Nerworks and Applications, Oxford, July 1995.
    • (1995) Mathematics for Neural Nerworks and Applications
    • Chng, E.S.1    Chen, S.2    Mulgrew, B.3    Gibson, G.J.4
  • 54
    • 0029235547 scopus 로고
    • Constructive neural network design for the solution of two-state classifications: Problems and application to channel equalisatioo
    • Cambridge, Mass, September
    • C.Z.W. Hassell Sweatman, G.J. Gibson, and B. Mulgrew, "Constructive neural network design for the solution of two-state classifications: problems and application to channel equalisatioo," IEEE International Workshop on Neural Networks for Signal Processing, Cambridge, Mass, September 1995.
    • (1995) IEEE International Workshop on Neural Networks for Signal Processing
    • Hassell Sweatman, C.Z.W.1    Gibson, G.J.2    Mulgrew, B.3


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