Abstract
We study the quantization for in-homogeneous self-similar measures µ supported on self-similar sets. Assuming the open set condition for the corresponding iterated function system, we prove the existence of the quantization dimension for µ of order r ∈ (0,∞) and determine its exact value ξ r . Furthermore, we show that, the ξ r -dimensional lower quantization coefficient for µ is always positive and the upper one can be infinite. A sufficient condition is given to ensure the finiteness of the upper quantization coefficient.
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References
Barnsley M F. Fractals Everywhere. London: Academic Press, 1988
Bucklew J A, Wise G L. Multidimensional asymptotic quantization with r-th power distortion measures. IEEE Trans Inform Theory, 1982, 28: 239–247
Graf S. On Bandt’s tangential distribution for self-similar measures. Monatsh Math, 1995, 120: 223–246
Graf S, Luschgy H. Foundations of Quantization for Probability Distributions. Berlin: Springer-Verlag, 2000
Graf S, Luschgy H. Asymptotics of the quantization errors for self-similar probabilities. Real Anal Exchange, 2000, 26: 795–810
Graf S, Luschgy H. Quantization for probability measures with respect to the geometric mean error. Math Proc Cambridge Philos Soc, 2004, 136: 687–717
Graf S, Luschgy H, Pagés G. The local quantization behavior of absolutely continuous probabilities. Ann Probab, 2012, 40: 1795–1828
Gray R, Neuhoff D. Quantization. IEEE Trans Inform Theory, 1998, 44: 2325–2383
Gruber P M. Optimum quantization and its applications. Adv Math, 2004, 186: 456–497
Hua S, Li W X. Packing dimension of generalized Moran sets. Progr Natur Sci, 1996, 6: 148–152
Hutchinson J E. Fractals and self-similarity. Indiana Univ Math J, 1981, 30: 713–747
Kreitmeier W. Optimal quantization for dyadic homogeneous Cantor distributions. Math Nachr, 2008, 281: 1307–1327
Lasota A. A variational principle for fractal dimensions. Nonlinear Anal, 2006, 64: 618–628
Olsen L, Snigireva N. Multifractal spectra of in-homogenous self-similar measures. Indiana Univ Math J, 2008, 57: 1787–1841
Pagès G. A space quantization method for numerical integration. J Comput Appl Math, 1997, 89: 1–38
Pötzelberger K. The quantization dimension of distributions. Math Proc Cambridge Philos Soc, 2001, 131: 507–519
Roychowdhury M. Quantization dimension estimate of inhomogeneous self-similar measures. Bull Pol Acad Sci Math, 2013, 61: 35–45
Schief A. Separation properties for self-similar sets. Proc Amer Math Soc, 1994, 122: 111–115
Zador P L. Asymptotic quantization error of continuous signals and the quantization dimension. IEEE Trans Inform Theory, 1982, 28: 139–149
Zhu S. Quantization dimension for condensation systems. Math Z, 2008, 259: 33–43
Zhu S. On the upper and lower quantization coefficient for probability measures on multiscale Moran sets. Chaos Solitons Fractals, 2012, 45: 1437–1443
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Zhu, S. Asymptotics of the quantization errors for in-homogeneous self-similar measures supported on self-similar sets. Sci. China Math. 59, 337–350 (2016). https://doi.org/10.1007/s11425-015-5045-x
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DOI: https://doi.org/10.1007/s11425-015-5045-x
Keywords
- condensation system
- in-homogeneous self-similar measures
- quantization coefficient
- quantization dimension