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.

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