Title :
Computation of the maximal corank of a covariance matrix by radial search methods
Author :
Guidorzi, R.P. ; Pierantoni, M.
Author_Institution :
Dipt. di Elettron., Inf. e Sist., Univ. di Bologna, Bologna, Italy
Abstract :
This paper proposes a new algorithm to evaluate the maximal corank of a covariance matrix in the context of the Frisch scheme, i.e. the maximal number of linear relations that can be associated with a set of noise-corrupted data under the assumptions of this scheme. This algorithm is simpler than the previously available sliding gradient and exhibits a better efficiency.
Keywords :
covariance matrices; gradient methods; search problems; Frisch scheme; covariance matrix; maximal corank; noise-corrupted data; radial search methods; sliding gradient; Europe; Estimation; Linear systems; Modelling;
Conference_Titel :
Control Conference (ECC), 1997 European
Conference_Location :
Brussels
Print_ISBN :
978-3-9524269-0-6