DocumentCode
3663451
Title
Density criteria for the identification of linear time-varying systems
Author
Céline Aubel;Helmut Bölcskei
Author_Institution
Dept. IT &
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
2568
Lastpage
2572
Abstract
This paper addresses the problem of identifying a linear time-varying (LTV) system characterized by a (possibly infinite) discrete set of delays and Doppler shifts. We prove that stable identifiability is possible if the upper uniform Beurling density of the delay-Doppler support set is strictly smaller than 1/2 and stable identifiability is impossible for densities strictly larger than 1/2. The proof of this density theorem reveals an interesting relation between LTV system identification and interpolation in the Bargmann-Fock space. Finally, we introduce a subspace method for solving the system identification problem at hand.
Keywords
"Interpolation","Lattices","TV","Transforms","Harmonic analysis","Weight measurement","Signal resolution"
Publisher
ieee
Conference_Titel
Information Theory (ISIT), 2015 IEEE International Symposium on
Electronic_ISBN
2157-8117
Type
conf
DOI
10.1109/ISIT.2015.7282920
Filename
7282920
Link To Document