Real Polynomial Gram Matrices Without Real Spectral Factors
Puoya Tabaghi, Ivan Dokmani\'c

TL;DR
This paper provides a new algebraic characterization of spectral factors for real polynomial Gram matrices, identifying conditions under which these matrices have real spectral factors and exploring their structure.
Contribution
It introduces a novel algebraic framework to characterize spectral factors of real polynomial Gram matrices and identifies conditions for the existence of real spectral factors.
Findings
Characterization of spectral factors for real polynomial Gramians
Identification of complex polynomial matrices generating real Gramians
Conjecture on real spectral factors for rank-deficient Gramians
Abstract
It is well known that a non-negative definite polynomial matrix (a polynomial Gramian) can be written as a product of its polynomial spectral factors, . In this paper, we give a new algebraic characterization of spectral factors when is real-valued. The key idea is to construct a representation set that is in bijection with the set of real polynomial Gramians. We use the derived characterization to identify the set of all complex polynomial matrices that generate real-valued Gramians, and we formulate a conjecture that typical rank-deficient real polynomial Gramians have real spectral factors.
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Taxonomy
TopicsMatrix Theory and Algorithms · Tensor decomposition and applications · Advanced Topics in Algebra
