by P. Casazza, G. Kutyniok, S. Li and C.J. Rozell
Abstract:
The new notion of fusion frames will be presented in this article. Fusion frames provide an extensive framework not only to model sensor networks, but also to serve as a means to improve robustness or develop efficient and feasible reconstruction algorithms. Fusion frames can be regarded as sets of redundant subspaces each of which contains a spanning set of local frame vectors, where the subspaces have to satisfy special overlapping properties. Main aspects of the theory of fusion frames will be presented with a particular focus on the design of sensor networks. New results on the construction of Parseval fusion frames will also be discussed.
Reference:
Modeling sensor networks with fusion framesP. Casazza, G. Kutyniok, S. Li and C.J. Rozell. vol. 6701, pp. 67011M-1 – 67011M-11, August 2007.
Bibtex Entry:
@CONFERENCE{casazza.07,
author = {Casazza, P. and Kutyniok, G. and Li, S. and Rozell, C.J.},
title = {Modeling sensor networks with fusion frames},
booktitle = {Proceedings of SPIE, Wavelets XII at SPIE Optics and Photonics},
volume = {6701},
year = 2007,
address = {San Diego, CA},
month = {August},
pages = {67011M-1 -- 67011M-11},
abstract = {The new notion of fusion frames will be presented in
this article. Fusion frames provide an extensive
framework not only to model sensor networks, but
also to serve as a means to improve robustness or
develop efficient and feasible reconstruction
algorithms. Fusion frames can be regarded as sets of
redundant subspaces each of which contains a
spanning set of local frame vectors, where the
subspaces have to satisfy special overlapping
properties. Main aspects of the theory of fusion
frames will be presented with a particular focus on
the design of sensor networks. New results on the
construction of Parseval fusion frames will also be
discussed.},
url = {http://siplab.gatech.edu/pubs/casazzaSPIE2007.pdf}
}