Title
On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models.
Abstract
The baseband Volterra–Parafac model is a useful tool to represent a nonlinear communication channel with a parametric complexity reduced with respect to the full Volterra model. In this paper we include additional symmetry properties of real power amplifier kernels in the equivalent baseband Volterra-Parafac approach in order to gain a further reduction in the number of parameters. To illustrate the new proposal, the parameters of the equivalent baseband Volterra–Parafac representation for a power amplifier are estimated using the complex least mean square algorithm. Comparison of the measured amplifier output and the model prediction for the case of an orthogonal frequency division multiplexing input signal demonstrates a notable model performance.
Year
DOI
Venue
2014
10.1016/j.sigpro.2013.09.028
Signal Processing
Keywords
Field
DocType
Baseband Volterra models,Nonlinear channel estimation,Volterra kernels,Power amplifiers
Baseband,Direct-coupled amplifier,Communication channel,Linear amplifier,Volterra series,Electronic engineering,Parametric statistics,Mathematics,Orthogonal frequency-division multiplexing,Amplifier
Journal
Volume
ISSN
Citations 
96
0165-1684
2
PageRank 
References 
Authors
0.41
3
4
Name
Order
Citations
PageRank
Carlos Crespo-Cadenas1243.15
Pablo Aguilera-Bonet2203.15
J. A. Becerra-González321.09
Sergio Cruces420619.05