EUCA - Nuclear norm minimization algorithms for subspace identification from non-uniformly spaced frequency data

2015 European Control Conference (ECC)

Author(s): Mogens Graf Plessen ; Tony A. Wood ; Roy S. Smith
Publisher: EUCA
Publication Date: 1 July 2015
Conference Location: Linz, Austria
Conference Date: 15 July 2015
Page(s): 2,032 - 2,037
ISBN (Electronic): 978-3-9524-2693-7
ISBN (USB): 978-3-9524-2694-4
DOI: 10.1109/ECC.2015.7330838

The nuclear norm is an effective proxy for matrix rank in a range of minimization problems, including subspace identification. Nuclear norm-based methods are implemented via iterative optimization... View More