21 search results - page 1 / 5 » Subspace identification by data orthogonalization and model ... |
72
Voted
AUTOMATICA
2004
15 years 9 days ago
2004
105
Voted
ICASSP
2010
IEEE
15 years 19 days ago
2010
IEEE
We propose an ℓ1 criterion for dictionary learning for sparse signal representation. Instead of directly searching for the dictionary vectors, our dictionary learning approach i...
90
Voted
AUTOMATICA
2006
15 years 15 days ago
2006
This paper proposes a novel subspace approach towards direct identification of a residual model for fault detection and isolation (FDI) in a system with non-uniformly sampled mult...
111
Voted
AUTOMATICA
2002
15 years 9 days ago
2002
- In the general case of non-uniformly spaced frequency domain data and/or arbitrarily colored disturbing noise, the frequency domain subspace identification algorithms described i...
85
Voted
AUTOMATICA
2006
15 years 15 days ago
2006
This paper investigates new ways of inferring nonlinear dependence from measured data. The existence of unique linear and nonlinear sub-spaces which are structural invariants of g...