Prediction Algorithm for Fast Fading Channels Based on Recurrent Least Squares Support Vector Machines

胡刚, 朱世华, 谢波. 基于混沌、分形理论的多径衰落分析[J].电子学报，2003，31(7): 1039-1042.[2]Tannous C, Davies R, Angus A. Strange attractors in multipath propagation [J].IEEE Trans. on Comm.1991, 39(5):629-631[3]Eyceoz T, Duel-Hallen A, Hallen H. Prediction of fast fading parameters by resolving the interference pattern. Proceedings of the 31st ASILOMAR Conference on Signals, Systems, and Computers[C]. Pacific Grove, CA, 1997: 167-171.[4]Ekman T, Kubin G.Nonlinear prediction of mobile radio channels: Measurements and MARS model designs, In Proc. Int. Conf. Acoust. Speech Sig. Process[C]. Phoenix, AZ, March 1999: 2667-2670.[5]Gao X M, Tanskanen J M A, Ovaska S J. Comparison of linear and neural network-based power prediction schemes for mobile DS/CDMA systems.VTC96[C]. Atlanta: IEEE press,1996: 61-65.[6]Vapnik V. The Nature of Statistical Learning Theory[M]. New York: Springer, 1995: 91-108.[7]Wang L P(Ed.). Support Vector Machines: Theory and Application[M]. New York, Berlin, Heidelberg: Springer, 2005: 51-123.[8]Vapnik V. The Nature of Statistical Learning Theory[M]. Translated by Zhang Xuegong. Beijing: Tsinghua University Press, 2000: 91-108.[9]Suykens J A K, Vandewalle J. Least squares support vector machines[J].Neurel Processing Letters.1999, 9(3):293-300[10]Suykens J A K, Vandewalle J. Recurrent least squares support sector machines[J].IEEE Trans. on Circuits and System-I: Fundamental Theory and Applications.2000, 47(7):1109-1114[11]Takens F . Detecting strange attractors in fluid turbulence. In D. Rand and L.S.Young, editors, Dynamical systems and Turbulence [M]. Berlin: Springer-Verlag, 1981: 366-381.[12]Jakes W C. Microwave Mobile Communications[M]. Piscataway, USA: IEEE Press, 1974, chapter1: 13-77.[13]Cao L. Practical method for determining the minimum embedding dimension of a scalar time series[J].Physcai D.1997, 110(7):43-50[14]Grassberger P, Procaccia I. Characterization of strange attractors[J].Physical Review Letters.1983, 50(5):346-349[15]Wolf A, Swift J B, Swinney H L. Determining Lyapunov exponents from a time series[J].Physica D.1985, 16(2):285-317