Title of article :
Orthogonal Polynomials for Complex Gaussian Processes
Author/Authors :
R. Raich and G. T. Zhou، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی 2 سال 2004
Abstract :
Power amplifiers are the major source of nonlinearity
in communications systems. Such nonlinearity causes spectral
regrowth as well as in-band distortion, which leads to adjacent
channel interference and increased bit error rate. Polynomials
are often used to model the nonlinear power amplifier or its
predistortion linearizer. In this paper, we present a novel set of
orthogonal polynomials for baseband Gaussian input to replace
the conventional polynomials and show how they alleviate the
numerical instability problem associated with the conventional
polynomials. The orthogonal polynomials also provide an intuitive
means of spectral regrowth analysis.
Keywords :
Bandlimited stochastic processes , Gaussian processes , Nonlinear systems , power amplifiers , Spectral Analysis. , polynomials , orthogonal functions
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING