一种新的非线性自适应滤波器设计及其FPGA实现

2012 20th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2012-04-18 DOI:10.1109/SIU.2012.6204472

Engin Cemal Menguc, Nurettin Acır

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引用次数: 1

摘要

本文提出了一种新的非线性自适应滤波算法，保证了系统在Lyapunov意义下的渐近稳定性。通过使用具有有限数量不连续点的人造信号来测试所提出的滤波器的跟踪能力。该滤波器在Matlab环境和FPGA实现中均表现出良好的性能。最后，验证了该滤波器在FPGA上的实现。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A novel nonlinear adaptive filter design and its implementation with FPGA

In this study, a novel nonlinear adaptive filter algorithm is proposed guaranteeing the asymptotic stability in the sense of Lyapunov. The tracking capability of the proposed filter is tested by using a created artificial signal having a finite number of discontinuities. The proposed filter shows high performance both in Matlab environment and its FPGA realization. As a result, realization of the proposed filter with FPGA is confirmed.

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2012 20th Signal Processing and Communications Applications Conference (SIU)

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