Title
On Coarse Quantization Of Tight Gabor Frame Expansions
Abstract
This paper presents a coarse quantization algorithm (TF Sigma Delta-II) for tight Gabor frame expansions of certain functions in L-2(R), an alternative to the TF Sigma Delta of Ref. 11. By using some a priori information about the function to be quantized and compromising the translation invariance of the TF Sigma Delta, TF Sigma Delta-II produces an approximation in L2(R), as opposed to the weak type approximations of TFEA. In particular, for a tight Gabor frame with frame bound A, we prove that the L-2 -approximation error corresponding to a kth-order TF Sigma Delta-II quantizer is of order O(A(-k)). Furthermore, motivated by TF Sigma Delta II, we construct an algorithm to coarsely quantize the Fourier coefficients of certain compactly supported functions.
Year
DOI
Venue
2005
10.1142/S0219691305000853
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
Keywords
DocType
Volume
quantization, redundant time-frequency representations, sigma-delta quantization, Gabor frames, windowed Fourier frames, noise shaping
Journal
3
Issue
ISSN
Citations 
2
0219-6913
1
PageRank 
References 
Authors
0.40
0
1
Name
Order
Citations
PageRank
Özgür Yilmaz168551.36