Cardinal Interpolation With General Multiquadrics

TL;DR

This paper analyzes cardinal interpolation operators based on general multiquadrics, focusing on their behavior in higher dimensions and as the parameter c approaches infinity, with detailed Fourier analysis in the univariate case.

Contribution

It provides new recovery results for bandlimited functions using multiquadric-based interpolation and analyzes the operator norms and decay rates of fundamental functions.

Findings

Recovery results for bandlimited functions as c→∞

Operator norm bounds on ℓ_p spaces in univariate case

Decay rates for the fundamental function L_{α,c}

Abstract

This paper studies the cardinal interpolation operators associated with the general multiquadrics, $\phi_{\alpha,c}(x) = (\|x\|^2+c^2)^\alpha$, $x\in\mathbb{R}^d$. These operators take the form $$\mathscr{I}_{\alpha,c}\mathbf{y}(x) = \sum_{j\in\mathbb{Z}^d}y_jL_{\alpha,c}(x-j),\quad\mathbf{y}=(y_j)_{j\in\mathbb{Z}^d},\quad x\in\mathbb{R}^d,$$ where $L_{\alpha,c}$ is a fundamental function formed by integer translates of $\phi_{\alpha,c}$ which satisfies the interpolatory condition $L_{\alpha,c}(k) = \delta_{0,k},\; k\in\mathbb{Z}^d$. We consider recovery results for interpolation of bandlimited functions in higher dimensions by limiting the parameter $c\to\infty$. In the univariate case, we consider the norm of the operator $\mathscr{I}_{\alpha,c}$ acting on $\ell_p$ spaces as well as prove decay rates for $L_{\alpha,c}$ using a detailed analysis of the derivatives of its Fourier transform, $\widehat{L_{\alpha,c}}$.