Robust estimation of measurement error covariance

被引：0

作者：

Zhao, YH ^{[1
]}

Gu, ZW ^{[1
]}

机构：

[1] Zhejiang Univ, Dept Control Sci & Engn, Hangzhou 310027, Peoples R China

来源：

PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5 | 2000年

关键词：

data rectification; measurement error covariance; robust estimation; Hampel's three-part redescending M-estimators; gross error;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Conventional indirect estimations of measurement error covariance are very sensitive to gross errors. A new robust indirect algorithm based on Hampel's three-part redescending M-estimators is developed. Credible results can be achieved either with or without the presence of external causes. Two examples are provided to demonstrate the robustness of the proposed method.

引用

页码：2244 / 2247

页数：4

共 50 条

[31] Robust mean-squared error estimation in the presence of model uncertainties
Eldar, YC
Ben-Tal, A
Nemirovski, A
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (01) : 168 - 181
[32] Robust Nonlinear Parameter Estimation for Bounded Error Models Using Isomap
Chai, Wei
2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 2879 - 2884
[33] Error matching detection and robust estimation adjustment approach for map conflation
TONG XiaoHua & DENG SuSu Department of Surveying and Geo-informatics
Science China Technological Sciences, 2008, (S1) : 48 - 61
[34] Network topology error identification in robust state estimation for power systems
Romero, DR
Garcia, JR
CONTROL OF POWER PLANTS AND POWER SYSTEMS (SIPOWER'95), 1996, : 207 - 212
[35] Robust Dynamic State Estimation of Synchronous Machines With Asymptotic State Estimation Error Performance Guarantees
Nugroho, Sebastian A.
Taha, Ahmad F.
Qi, Junjian
IEEE TRANSACTIONS ON POWER SYSTEMS, 2020, 35 (03) : 1923 - 1935
[36] Error matching detection and robust estimation adjustment approach for map conflation
Tong XiaoHua
Deng SuSu
SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 2008, 51 (Suppl 1): : 48 - 61
[37] Error matching detection and robust estimation adjustment approach for map conflation
XiaoHua Tong
SuSu Deng
Science in China Series E: Technological Sciences, 2008, 51 : 48 - 61
[38] ROBUST COVARIANCE ESTIMATION UNDER L4 - L2 NORM EQUIVALENCE
Mendelson, Shahar
Zhivotovskiy, Nikita
ANNALS OF STATISTICS, 2020, 48 (03) : 1648 - 1664
[39] Robust Estimation of a Random Parameter in a Gaussian Linear Model With Joint Eigenvalue and Elementwise Covariance Uncertainties
Mittelman, Roni
Miller, Eric L.
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (03) : 1001 - 1011
[40] Robust Fusion Estimation of Asynchronous Hybrid Measurement in Power System
Xu, Dewei
Wang, Kangyuan
Guo, Ruipeng
Ling, Ping
Xie, Bangpeng
PROCEEDINGS OF 2019 IEEE 3RD INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC), 2019, : 775 - 781

← 1 2 3 4 5 →