AUTOMATIC BOUND ESTIMATION - A PRACTICAL DEVELOPMENT IN OPTIMAL BOUNDING ELLIPSOID PROCESSING

Authors
LIN TM NAYERI M DELLER JR
Citation
Tm. Lin et al., AUTOMATIC BOUND ESTIMATION - A PRACTICAL DEVELOPMENT IN OPTIMAL BOUNDING ELLIPSOID PROCESSING, IEEE signal processing letters, 4(8), 1997, pp. 236-239
Citations number
8
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE signal processing letters → ACNP
ISSN journal
10709908
Volume
4
Issue
8
Year of publication
1997
Pages
236 - 239
Database
ISI
SICI code
1070-9908(1997)4:8<236:ABE-AP>2.0.ZU;2-S
Abstract
Practical application of optimal bounding ellipsoid identification is made possible by the optimal bounding ellipsoid algorithm with automat ic bound estimation (OBE-ABE), which automatically estimates model err or bounds. Lack of tenable bounds in many real problems has rendered t hese interesting new methods impractical. OBE-ABE is consistently conv ergent under proven conditions, and offers significant computational a dvantages.