首页 | 本学科首页   官方微博 | 高级检索  
     


Generalized adaptive notch filters with frequency debiasing for tracking of polynomial phase systems
Authors:Maciej Nied?wiecki [Author Vitae]  Adam Sobociński [Author Vitae]
Affiliation:Faculty of Electronics, Telecommunications and Computer Science, Department of Automatic Control, Gdańsk University of Technology, ul. Narutowicza 11/12, Gdańsk , Poland
Abstract:Generalized adaptive notch filters are used for identification/tracking of quasi-periodically varying dynamic systems and can be considered an extension, to the system case, of classical adaptive notch filters. For general patterns of frequency variation the generalized adaptive notch filtering algorithms yield biased frequency estimates. We show that when system frequencies change slowly in a smooth way, the estimation bias can be substantially reduced by means of post-filtering of the frequency estimates. The modified (debiased) algorithm has better tracking capabilities than the original algorithm.
Keywords:System identification  Time-varying processes  Frequency estimation
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号