Nonlinear Subband Spline Adaptive Filter

Chang Liu; Xueliang Liu; Zhi Zhang; Xiao Tang

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Paper

Nonlinear Subband Spline Adaptive Filter

In 3rd International Conference on Electromechanical Control Technology and Transportation ICECTT - Volume 1, 163-167, 2018 , Chongqing, China

Authors: Chang Liu ; Xueliang Liu ; Zhi Zhang and Xiao Tang

Affiliation: School of Electronic Engineering, Dongguan University of Technology, China

Keyword(s): Subband adaptive filter, Nonlinear spline adaptive filter, adaptive filter algorithm, system identification

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 several formats:

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 - ICECTT; ISBN 978-989-758-312-4, SciTePress, pages 163-167. DOI: 10.5220/0006966901630167

@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 - ICECTT},
year={2018},
pages={163-167},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006966901630167},
isbn={978-989-758-312-4},
}

TY - CONF

JO - 3rd International Conference on Electromechanical Control Technology and Transportation - 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
PB - SciTePress