Lower Bounds for Finite Wavelet and Gabor Systems

Lower Bounds for Finite Wavelet and Gabor Systems
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有限小波和 Gabor 系统的下界

DOI:
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发表时间:
2000
期刊:
SPIE Optics + Photonics
影响因子:
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通讯作者:
A. Lindner
A. Lindner
中科院分区:
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文献类型:
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作者:
O. Christensen;A. Lindner

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AbstractGiven ψ∈L2(R) and a finite sequence {(ar,λr)}r∈Γ⫅R+XR consisting of distinct points, the corresponding wavelet system is the set of functions $$left{ {frac{1}{{a_gamma ^{1/2} }}phi (frac{x}{{a_gamma }} - lambda _gamma )gamma varepsilon r} ight}$$ . We prove that for a dense set of functions ψ∈L2(R) the wavelet system corresponding to any choice of {(ar,λr)}r∈Γis linearly independent, and we derive explicite estimates for the corresponding lower (frame) bounds. In particular, this puts restrictions on the choice of a scaling function in the theory for multiresolution analysis. We also obtain estimates for the lower bound for Gabor systems $$left{ {e^{2rie_{gamma x} } g(x - lambda _gamma )} ight}gamma varepsilon r$$ for functions g in a dense subset of L2(R).
AbstractGiven ψ∈L2(R) and a finite sequence {(ar,λr)}r∈Γ⫅R+XR consisting of distinct points, the corresponding wavelet system is the set of functions $$left{ {frac{1}{{a_gamma ^{1/2} }}phi (frac{x}{{a_gamma }} - lambda _gamma )gamma varepsilon r} ight}$$ . We prove that for a dense set of functions ψ∈L2(R) the wavelet system corresponding to any choice of {(ar,λr)}r∈Γis linearly independent, and we derive explicite estimates for the corresponding lower (frame) bounds. In particular, this puts restrictions on the choice of a scaling function in the theory for multiresolution analysis. We also obtain estimates for the lower bound for Gabor systems $$left{ {e^{2rie_{gamma x} } g(x - lambda _gamma )} ight}gamma varepsilon r$$ for functions g in a dense subset of L2(R).