Nonlinear Subband Spline Adaptive Filter

Chang Liu, Xueliang Liu, Zhi Zhang, Xiao Tang

2018

Abstract

It has been reported that a novel class of nonlinear spline adaptive filter (SAF) obtains some advantages in modeling the nonlinear systems. In this paper, a nonlinear subband structure based on the spline adaptive filters, called subband spline adaptive filter (SSAF) is presented. The proposed structure is composed of a series of subband spline filters, each one comprises a linear time invariant (LTI) filter followed by an adaptive look-up table (ALUT). In addition, the computational complexity is also analyzed. Some exper-imental results in the context of the nonlinear system identification demonstrate the robustness of the proposed structure.

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Paper Citation


in Harvard Style

Liu C., Liu X., Zhang Z. and Tang X. (2018). Nonlinear Subband Spline Adaptive Filter.In 3rd International Conference on Electromechanical Control Technology and Transportation - Volume 1: ICECTT, ISBN 978-989-758-312-4, pages 163-167. DOI: 10.5220/0006966901630167


in Bibtex Style

@conference{icectt18,
author={Chang Liu and Xueliang Liu and Zhi Zhang and Xiao Tang},
title={Nonlinear Subband Spline Adaptive Filter},
booktitle={3rd International Conference on Electromechanical Control Technology and Transportation - Volume 1: ICECTT,},
year={2018},
pages={163-167},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006966901630167},
isbn={978-989-758-312-4},
}


in EndNote Style

TY - CONF

JO - 3rd International Conference on Electromechanical Control Technology and Transportation - Volume 1: ICECTT,
TI - Nonlinear Subband Spline Adaptive Filter
SN - 978-989-758-312-4
AU - Liu C.
AU - Liu X.
AU - Zhang Z.
AU - Tang X.
PY - 2018
SP - 163
EP - 167
DO - 10.5220/0006966901630167