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On Bias Compensation Estimation for Noisy AR Process

  • Li Juan Jia*
  • , Shunshoku Kanae
  • , Zi Jiang Yang
  • , Kiyoshi Wada
  • *此作品的通讯作者
  • Kyushu University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper focuses on bias compensation estimation of autoregressive (AR) process in the presence of white noise. It is known that bias compensation principle (BCP) based method requires the estimate of unknown noise variance to compensate the bias of least-squares (LS) estimate to provide consistent AR parameter estimate. In this paper, estimation of noise variance in BCP based methods for noisy AR process estimation is discussed from a unified point of view. It is found that some BCP based methods can be explained in a unified form. Computer simulations are also presented to compare these BCP based methods.

源语言英语
主期刊名42nd IEEE International Conference on Decision and Control, CDC 2003 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
405-410
页数6
ISBN(印刷版)0780379241
DOI
出版状态已出版 - 2003
已对外发布
活动42nd IEEE International Conference on Decision and Control, CDC 2003 - Maui, HI, 美国
期限: 9 12月 200312 12月 2003

丛书

姓名Proceedings of the IEEE Conference on Decision and Control
1
ISSN(印刷版)0743-1546
ISSN(电子版)2576-2370

会议

会议42nd IEEE International Conference on Decision and Control, CDC 2003
国家/地区美国
Maui, HI
时期9/12/0312/12/03

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