Association Journal of CSIAM
Supervised by Ministry of Education of PRC
Sponsored by Xi'an Jiaotong University
ISSN 1005-3085  CN 61-1269/O1

Chinese Journal of Engineering Mathematics ›› 2021, Vol. 38 ›› Issue (4): 513-521.doi: 10.3969/j.issn.1005-3085.2021.04.006

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Arbitrary Slow Convergence of Shannon Sampling Reconstruction with Oversampling Technique

WU Ying1,   GAO Meng-yao2,   ZHANG Xue-lin2   

  1. 1- School of Science, Xi'an University of Science and Technology, Xi'an 710054 2- School of Mathematics and Statistics, Shaanxi Normal University, Xi'an 710062
  • Received:2019-07-01 Accepted:2019-12-30 Online:2021-08-15 Published:2021-10-15
  • Contact: Y. Wu. E-mail address: wuyingxust@gmail.com
  • Supported by:
    The National Natural Science Foundation of China (61603235); the Natural Science Basic Research Program of Shaanxi Province (2018JQ1032); the Science Program of Education Department of Shaanxi Province (14JK1461).

Abstract: Shannon sampling theorem is an important conclusion in signal processing. It states that the exact reconstruction of a bandlimited signal can be obtained from its samples at Nyquist rate by the cardinal series. It is of theoretical interest to study the convergence rate of the reconstruction of Shannon sampling. In this work, the convergence rate of Shannon's reconstruction is analysed by using the theory on the slow convergence of operator sequences. It is provided that Shannon's reconstruction consists of a sequence of ``arbitrarily slow" convergent operators. Specifically, for any positive sequence $\alpha(n)\to 0$, there exists a bandlimited signal $f$ such that the $n$-th truncation error of its cardinal series is larger than $\alpha(n)$ for all $n$, where the truncation errors are measured in $L^p$ norms, for $1<p<\infty$. It is also shown that the acceleration techniques by over-sampling and convergence factor do not resolve the slowness, which is still ``arbitrarily slowly".

Key words: Shannon reconstruction, slow convergence, over-sampling

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