Paper The following article is Open access

Connotations, Characteristics and New Identification Method of Leverage Measurements

, , , , and

Published under licence by IOP Publishing Ltd
, , Citation Youzhi Liu et al 2020 IOP Conf. Ser.: Earth Environ. Sci. 603 012041 DOI 10.1088/1755-1315/603/1/012041

1755-1315/603/1/012041

Abstract

Accurately identifying the bad data belonging to the leverage measurements can greatly improve the precision of state estimation. In this paper, we presented the algebraic and geometric characteristics of leverage measurements and proposed a new method to accurately identify the leverage measurements. First, we proved that a measurement infinitely close to the Jacobi matrix column space will be a leverage measurement. Second, we proposed a new method for leverage measurements identification using the modified generalized potential index (GPI). Finally, two cases verified the validity of the proposed method. Compared with other methods, the new method can identify multiple leverage measurements accurately.

Export citation and abstract BibTeX RIS

Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.

Please wait… references are loading.
10.1088/1755-1315/603/1/012041