The regularization local polynomial prediction methods are used in this paper to predict logistic chaos mapping time series,the error of the prediction is analyzed.

In this paper we investigate the asymptotic properties of local polynomial estimators in semiparametric regression model.

In this paper, we derive estimators of parametric and nonparametric components in semiparametric regression model by using local polynomial fitting and LS method.

The local polynomial estimator of the function coefficient vectorβ(.

A novel decision feedback differential detection based on the polynomial prediction (PP-DFDD) to improve the performance of Turbo product coded M-ary DPSK (TPC-MDPSK) in flat Rayleigh-fading channels is proposed.

A novel state model of unknown signal-polynomial prediction model(PPM) and its optimal filtering algorithm are proposed in this paper.

Based on a constant acceleration motion law represented by a polynomial,this article proposes a novel dynamic model of maneuver target—polynomial prediction model(PPM) and its optimal filtering algorithm by means of modeling the target state by a polynomial prediction filter.

In this paper,the author give the spectra characterizations of nonsigular feedback polynomials and local permutation polynomials over finite fields and residue class rings,and simplify existing results over prime fields,and provide a new proof method for the spectra characterization of correlation immune functions over finite fields and residue class rings.

This dissertation is based onρ~ -mixing samples which is a kind of broad dependent mixing samples, it studies the local polynomial estimation of unknown function in fixed design nonparametric regression model and unknown parametric and unknown function in semiparametric regression model.