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Type: Conference paper
Title: An output-only nonlinear system identification technique suited to integer arithmetic
Author: Gunn, L.J.
Chapeau-Blondeau, F.
Allison, A.
Abbott, D.
Citation: Proceedings of the 2016 IEEE Conference on Norbert Wiener in the 21st Century (21CW), 2016, pp.1-4
Publisher: IEEE
Issue Date: 2016
ISBN: 1467383805
Conference Name: IEEE Conference on Norbert Wiener in the 21st Century (21CW) (13 Jul 2016 - 16 Jul 2016 : Melbourne, VIC, Australia)
Statement of
Lachlan J. Gunn, Francois Chapeau-Blondeau, Andrew Allison, Derek Abbott
Abstract: In most designs, residual nonlinearity is considered an inescapable curse—even when it is known to be present, it is often assumed to be too unpredictable or unstable to be dealt with in postprocessing. However, with the aid of outputonly system identification, this is no longer the case. We have developed a new technique for compensation of static nonlinear distortion using the internal noise of the device. It improves upon previous approaches by allowing highly-efficient fixed-point implementation, and represents the first step towards direct integration with analog hardware in order to produce an ADC that is blind to its analog frontend.
Rights: ©2016 IEEE
DOI: 10.1109/NORBERT.2016.7547454
Appears in Collections:Aurora harvest 8
Electrical and Electronic Engineering publications

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