On the relationship between BELS and IV methods

Li Juan Jia; Takeshi Hanada; Chun Zhi Jin; Zi Jiang Yang; Kiyoshi Wada

On the relationship between BELS and IV methods

Li Juan Jia^*, Takeshi Hanada, Chun Zhi Jin, Zi Jiang Yang, Kiyoshi Wada

^*此作品的通讯作者

Kyushu University

科研成果: 期刊稿件 › 会议文章 › 同行评审

4 引用（Scopus）

摘要

The bias eliminated least squares (BELS) method is one of consistent estimation methods for unknown parameters of transfer function in the presence of colored noise. In this paper, the BELS method is derived in a more general setting by introducing an auxiliary vector and a nonsingular matrix. With the help of matrix-partition technique and matrix analysis, the equivalence of BELS method and IV method under certain conditions is verified through theoretical analysis and simulation studies.

源语言	英语
页（从-至）	3440-3445
页数	6
期刊	Proceedings of the IEEE Conference on Decision and Control
卷	3
出版状态	已出版 - 2002
已对外发布	是
活动	41st IEEE Conference on Decision and Control - Las Vegas, NV, 美国期限: 10 12月 2002 → 13 12月 2002

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title = "On the relationship between BELS and IV methods",

abstract = "The bias eliminated least squares (BELS) method is one of consistent estimation methods for unknown parameters of transfer function in the presence of colored noise. In this paper, the BELS method is derived in a more general setting by introducing an auxiliary vector and a nonsingular matrix. With the help of matrix-partition technique and matrix analysis, the equivalence of BELS method and IV method under certain conditions is verified through theoretical analysis and simulation studies.",

author = "Jia, {Li Juan} and Takeshi Hanada and Jin, {Chun Zhi} and Yang, {Zi Jiang} and Kiyoshi Wada",

year = "2002",

language = "English",

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journal = "Proceedings of the IEEE Conference on Decision and Control",

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note = "41st IEEE Conference on Decision and Control ; Conference date: 10-12-2002 Through 13-12-2002",

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T1 - On the relationship between BELS and IV methods

AU - Jia, Li Juan

AU - Hanada, Takeshi

AU - Jin, Chun Zhi

AU - Yang, Zi Jiang

AU - Wada, Kiyoshi

PY - 2002

Y1 - 2002

N2 - The bias eliminated least squares (BELS) method is one of consistent estimation methods for unknown parameters of transfer function in the presence of colored noise. In this paper, the BELS method is derived in a more general setting by introducing an auxiliary vector and a nonsingular matrix. With the help of matrix-partition technique and matrix analysis, the equivalence of BELS method and IV method under certain conditions is verified through theoretical analysis and simulation studies.

AB - The bias eliminated least squares (BELS) method is one of consistent estimation methods for unknown parameters of transfer function in the presence of colored noise. In this paper, the BELS method is derived in a more general setting by introducing an auxiliary vector and a nonsingular matrix. With the help of matrix-partition technique and matrix analysis, the equivalence of BELS method and IV method under certain conditions is verified through theoretical analysis and simulation studies.

UR - http://www.scopus.com/inward/record.url?scp=0036992822&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:0036992822

SN - 0743-1546

VL - 3

SP - 3440

EP - 3445

JO - Proceedings of the IEEE Conference on Decision and Control

JF - Proceedings of the IEEE Conference on Decision and Control

T2 - 41st IEEE Conference on Decision and Control

Y2 - 10 December 2002 through 13 December 2002

ER -

On the relationship between BELS and IV methods

摘要

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