DocumentCode :
1180961
Title :
Geometrically uniform frames
Author :
Eldar, Yonina C. ; Bölcskei, Helmut
Author_Institution :
Res. Lab. of Electron., Massachusetts Inst. of Technol., Cambridge, MA, USA
Volume :
49
Issue :
4
fYear :
2003
fDate :
4/1/2003 12:00:00 AM
Firstpage :
993
Lastpage :
1006
Abstract :
We introduce a new class of finite-dimensional frames with strong symmetry properties, called geometrically uniform (GU) frames, that are defined over a finite Abelian group of unitary matrices and are generated by a single generating vector. The notion of GU frames is then extended to compound GU (CGU) frames which are generated by a finite Abelian group of unitary matrices using multiple generating vectors. The dual frame vectors and canonical tight frame vectors associated with GU frames are shown to be GU and, therefore, also generated by a single generating vector, which can be computed very efficiently using a Fourier transform (FT) defined over the generating group of the frame. Similarly, the dual frame vectors and canonical tight frame vectors associated with CGU frames are shown to be CGU. The impact of removing single or multiple elements from a GU frame is considered. A systematic method for constructing optimal GU frames from a given set of frame vectors that are not GU is also developed. Finally, the Euclidean distance properties of GU frames are discussed and conditions are derived on the Abelian group of unitary matrices to yield GU frames with strictly positive distance spectrum irrespective of the generating vector.
Keywords :
Fourier transforms; group theory; matrix algebra; signal processing; Abelian group; Euclidean distance properties; Fourier transform; canonical tight frame vectors; compound GU frames; dual frame vectors; finite Abelian group; finite-dimensional frames; geometrically uniform frames; multiple generating vectors; positive distance spectrum; redundant signal expansions; symmetry properties; unitary matrices; Communications technology; Error correction codes; Euclidean distance; Filter bank; Fourier series; Fourier transforms; Hilbert space; Laboratories; Least squares methods; Nonuniform sampling;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2003.809602
Filename :
1193806
Link To Document :
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