The Simulation and Application in Eliminating Noise of Adaptive Filter

Fei Qiao Xiong; Bang Qian Ao

doi:10.4028/www.scientific.net/AMM.364.449

Paper Titles

Design of a 0.7~3.8GHz Wideband Power Amplifier in 0.18-μm CMOS Process
p.429

A Wideband 9 GHz LC-VCO with Tail Current Source Array in 0.18-μm RF CMOS Process
p.434

Design of Broadband, High-Speed Dual-Modulus Prescaler for Multi-Mode PLL Frequency Synthesizer
p.439

A 1V Low Voltage 4GHz Phase-Switching Dual-Modulus Prescaler in 0.18μm CMOS
p.444

The Simulation and Application in Eliminating Noise of Adaptive Filter
p.449

Design and Preparation Method of Fiber Optoacoustic Effect Device Used for Artificial Optical Cochlea
p.453

Design of an Active-Gm-RC Reconfigurable Filter for the Multi-Mode Receiver
p.458

Simulation Analysis of Cutting Resistance for Cutting Tools with Different Rakes in the Strike Working Condition
p.465

Progress of Theoretical Research-Oriented Multi-Species Small Batch Machining Process
p.470

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 364The Simulation and Application in Eliminating...

The Simulation and Application in Eliminating Noise of Adaptive Filter

Abstract:

In practical application, signal and noise statistical characteristics are often unknown or not informed, fixed filter is difficult to process these signals and the filtering effect is poor. To address the issue, this paper design the adaptive filter which is based on the algorithm LMS and RLS. By simulation in the MATLAB environment, we can compare the analytical results of the two algorithms and observe the effect of noise elimination, the adaptive filter can be a good noise suppression.

You might also be interested in these eBooks

Mechanical Automation and Materials Engineering

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volume 364)

Pages:

449-452

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.364.449

Citation:

Cite this paper

Online since:

August 2013

Authors:

Fei Qiao Xiong, Bang Qian Ao

Keywords:

Adaptive Algorithm, Adaptive Filter, LMS, Recursive Least Square (RLS)

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Simon Haykin, The Principle of Adaptive filter, The electronics industrial publisher, vol. 2, Beijing, 2003, pp.159-398.

Google Scholar

[2] He Zhenya, Adaptive Signal Processing, Science publisher , vol. 1, Beijing, 2002, pp.102-164.

Google Scholar

[3] Zhao Hongyi, "Digital Signal Processing and Its MATLAB Realization , The chemistry industrial publisher, vol. 2, Beijing, 2002，pp.210-248.

Google Scholar

[4] Qi Haibing, A design method of adaptive filters based on LMS, vol. 23, Information Technology, August 2006, pp.23-27.

Google Scholar

[5] IanNimmo. Adequately address abnormalSituationoperations,. Chem Eng. Prog . (1995).

Google Scholar

[6] K. Dogancay P.A.A. Naylor. Recent advances in partial update and sparse adaptive filters. Proc 14th European Signal Processing Conference (EUSIPCO'05) . (2005).

Google Scholar