Subspace angles between ARMA models

被引:95
作者
De Cock, K [1 ]
De Moor, B [1 ]
机构
[1] Katholieke Univ Leuven, Res Grp SISTA, Dept Elect Engn, ESAT, B-3001 Louvain, Belgium
关键词
principal angles between subspaces; ARMA models; linear systems; stochastic realization; distance measure; time series; cepstrum;
D O I
10.1016/S0167-6911(02)00135-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We define a notion of subspace angles between two linear, autoregressive moving average, single-input-single-output models by considering the principal angles between subspaces that are derived from these models. We show how a recently defined metric for these models, which is based on their cepstra, relates to the subspace angles between the models. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:265 / 270
页数:6
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