Asymptotic Bernstein type inequalities and estimation of wavelet coefficients
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 22_Publication in policy or professional journal
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 289 - 312 |
Journal / Publication | Methods and Applications of Analysis |
Volume | 19 |
Issue number | 3 |
Publication status | Published - 2012 |
Link(s)
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(32379f7f-53a7-414e-b78a-ccf7561e2ebc).html |
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Abstract
In this paper, we investigate the wavelet coefficients for function spaces $\mathcal{A}_k^p:=\{f:\|(i \omega)^k\hat{f}(\omega)\|_p\le 1\}$, $k\in\N\cup\{0\}$, $p\in(1,\infty)$ using an important quantity $C_{k,p}(\psi):=\sup\{\frac{|\la f,\psi\ra|}{\|\hat{\psi}\|_p}\,:\,{f\in\mathcal{A}_k^{p'}}\}$ with $1/p+1/p'=1$. In particular, Bernstein type inequalities associated with wavelets are established. We obtained an sharp inequality of Bernstein type for splines and a lower bound for the quantity $C_{k,p}(\psi)$ with $\psi$ being the semiorthogonal spline wavelets. We also study the asymptotic behavior of wavelet coefficients for both the family of Daubechies orthonormal wavelets and the family of semiorthogonal spline wavelets. Comparison of these two families is done by using the quantity $C_{k,p}(\psi)$.
Research Area(s)
- wavelet coefficients, asymptotic estimation, Bernstein type inequalities, Daubechies orthonormal wavelets, semiorthogonal spline wavelets
Citation Format(s)
Asymptotic Bernstein type inequalities and estimation of wavelet coefficients. / Spektor, Susanna; ZHUANG, Xiaosheng.
In: Methods and Applications of Analysis, Vol. 19, No. 3, 2012, p. 289 - 312.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 22_Publication in policy or professional journal