Equalisation of satellite mobile channels with neural network techniques

Space Communications

Volumn 15, Issue 4, 1998, Pages 209-220

  Bouchired, Steven ^a,b   Roviras, Daniel ^a   Castanié, Francis ^a  

^a TéSA ^*  (France)

^b CRIL Technology   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AMPLIFIERS (ELECTRONIC); CELLULAR RADIO SYSTEMS; COMMUNICATION CHANNELS (INFORMATION THEORY); DATA COMMUNICATION SYSTEMS; EQUALIZERS; NEURAL NETWORKS; QUADRATURE AMPLITUDE MODULATION; SIGNAL DISTORTION;

SATELLITE MOBILE CHANNELS; UNIVERSAL MOBILE TELECOMMUNICATION SYSTEM (UMTS);

SATELLITE COMMUNICATION SYSTEMS;

EID: 0032230802     PISSN: 09248625     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (29)

1. J.S. Dasilva et al., European third-generation mobile systems, IEEE Communication Magazine, October, 1996.
2. P. Blanc, A. Charbonnier and D. Verrier, l'UMTS: la génération des mobiles multimédia, L'Echo des Recherches, No. 170, 1er trimestre, 1998.
3. M. Ibnkahla and F. Castanié, Neural networks for digital communications and signal processing: overview and new results, in: Signal Processing for Digital Communications, E. Biglieri and M. Luise, eds. Springer Verlag, London, 1996.
4. G. Maral and M. Bousquet, Satellite Communications Systems: Systems, Techniques and Technology, 3rd edn, John Wiley & Sons Ltd., 1998.
5. A. Saleh, Frequency-independent and frequency-dependent non-linear models of TWT amplifiers, IEEE Trans. Communications COM-29(11) (1981).
6. G. Karam and H. Sari, Analysis of predistortion, equalization, and ISI cancellation techniques in digital radio systems with nonlinear transmit amplifiers, IEEE Trans. Communications 37(12) (1989).
7. E. Biglieri et al., Adaptive cancellation of nonlinear intersymbol interference for voiceband data transmission, IEEE Journal Selected Areas in Communications SAC-2(5) (1984).
8. M. Ibnkahla, J. Sombrin, F. Castanié and N.J. Bershad, Neural networks for modelling nonlinear memoryless communication channels, IEEE Trans. Communications 45(7) (1997).
9. Air Interface, SAINT public deliverable, R2117 AAU/CN DR P209-B1, 18-12-1995.
10. S. Chen et al.. Adaptive equalization of finite non-linear channels using multilayer perceptrons, Signal Processing 20 (1990) 107-119.
11. P. Chang and B. Wang, Adaptive decision feedback equalization for digital satellite channels using multilayer neural networks, IEEE Journal Selected Areas in Communications 13(2) (1995).
12. T. Adali, X. Liu and M.K. Sönmez, Conditional distribution learning with neural networks and its application to channel equalisation, IEEE Trans. on Signal Processing 45(4) (1997), 1051-1064.
13. S. Chen, S. McLaughlin and B. Mulgrew, Complex-valued radial basis function network. Part I: Network architecture and learning algorithms. Signal Processing 35 (1994), 19-31.
14. S. Chen, S. McLaughlin and B. Mulgrew, Complex-valued radial basis function network. Part II: Application to digital communications channel equalisation, Signal Processing 36 (1994), 175-188.
15. B. Mulgrew, Applying radial basis functions, IEEE Signal Processing Magazine (March, 1996), 50-65.
16. S. Bouchired, M. Ibnkahla, D. Roviras and F. Castanié, Neural network equalization of satellite mobile communication channels, in: Proc. of ACTS Mobile Communications Summit '97, Aalborg, Danemark, 1997.
17. S. Haykin, Adaptive Filter Theory, Prentice Hall, 1986.
18. S. Bouchired, M. Ibnkahla, D. Roviras and F. Castanié, Neural networks: A new tool for satellite UMTS channel equalisation, in: Proc. of DSP '98, Nordwick, Netherland, 1998.
19. S. Bouchired, M. Ibnkahla, D. Roviras and F. Castanié, Equalization of satellite UMTS channels using neural network devices, in: Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Phoenix, USA, 1999.
20. S. Bouchired, M. Ibnkahla, D. Roviras and F. Castanié, Equalization of 16-QAM satellite UMTS channels using neural network devices, in: Proc. of ACTS Mobile Communications Summit '99, 1999.
21. M. Ibnkahla, 'Réseaux de neurones: nouvelles structures et applications aux communications numériques par satellite', PhD dissertation, National Polytechnic Institute of Toulouse, France, 1995.
22. P. Balay, Application des techniques neuronales à la démodulation numérique, PhD dissertation, University of Rennes I, Rennes, 1995.
23. S. Theodoridis, C.F.N. Cowan, C.P. Callender and C.M.S. See, Schemes for equalization of communication channels with nonlinear impairments, IEE Proc.-Commun. 142(3) (1995), 165-171.
24. C.D. Murphy and S.A. Kassam, A novel linear/RBF blind equaliser for nonlinear channels, in: Proc. CISS '99, Baltimore, 1999.
25. I. Cha and S.A. Kassam, Channel equalization using adaptive complex radial basis function networks, IEEE Journal Selected Areas in Communications 13(1) (1995), 122-131.
26. K. Raivio and O. Simula, Improving design feedback equaliser performance using neural networks, Electronics Letters 27(23) (1991).
27. T. Kohonen, Self-Organizing Maps, Springer, 1995.
28. S. Bouchired, W. Paquier and M. Ibnkahla, A combined LMSSOM algorithm for time-varying non-linear channel equalization, in: Proc. of EUSIPCO, Rhodes, Greece, 1998.
29. C. Roland, Egalisation de perturbations non-lineaires a l'aide des series de volterra pour une transmission numérique par satellite, MS dissertation, Conservatoire des arts et métiers. Rennes, 1995.