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Introducing Complex Functional Link Polynomial Filters

Abstract: 

The paper introduces a novel class of complex nonlinear filters, the complex functional link polynomial (CFLiP) filters.
These filters present many interesting properties. They are a sub-class of linear-in-the-parameter nonlinear filters.
They satisfy all the conditions of Stone-Weirstrass theorem and thus are universal approximators for causal, time-invariant, discrete-time, finite-memory, complex, continuous systems defined on a compact domain.
The CFLiP basis functions separate the magnitude and phase of the input signal. Moreover, CFLiP filters include many families of nonlinear filters with orthogonal basis functions.
It is shown in the experimental results that they are capable of modeling the nonlinearities of high power amplifiers of telecommunication systems with better accuracy than most of the filters currently used for this purpose.

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Paper Details

Authors:
Alberto Carini, Danilo Comminiello
Submitted On:
28 February 2017 - 6:21am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Alberto Carini
Paper Code:
SPTM-P14.2
Document Year:
2017
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[1] Alberto Carini, Danilo Comminiello, "Introducing Complex Functional Link Polynomial Filters", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1501. Accessed: Dec. 15, 2017.
@article{1501-17,
url = {http://sigport.org/1501},
author = {Alberto Carini; Danilo Comminiello },
publisher = {IEEE SigPort},
title = {Introducing Complex Functional Link Polynomial Filters},
year = {2017} }
TY - EJOUR
T1 - Introducing Complex Functional Link Polynomial Filters
AU - Alberto Carini; Danilo Comminiello
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1501
ER -
Alberto Carini, Danilo Comminiello. (2017). Introducing Complex Functional Link Polynomial Filters. IEEE SigPort. http://sigport.org/1501
Alberto Carini, Danilo Comminiello, 2017. Introducing Complex Functional Link Polynomial Filters. Available at: http://sigport.org/1501.
Alberto Carini, Danilo Comminiello. (2017). "Introducing Complex Functional Link Polynomial Filters." Web.
1. Alberto Carini, Danilo Comminiello. Introducing Complex Functional Link Polynomial Filters [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1501