Non-uniform painless decompositions for anisotropic Besov and   Triebel-Lizorkin spaces
  In this article we construct affine systems that provide a simultaneous atomic decomposition for a wide class of functional spaces including the Lebesgue spaces $L^p(\Rdst)$, $1<p<+\infty$. The novelty and difficulty of this construction is that we allow for non-lattice translations.   We prove that for an arbitrary expansive matrix $A$ and any set $\Lambda$ - satisfying a certain spreadness condition but otherwise irregular- there exists a smooth window whose translations along the elements of $\Lambda$ and dilations by powers of $A$ provide an atomic decomposition for the whole range of the anisotropic Triebel-Lizorkin spaces. The generating window can be either chosen to be bandlimited or to have compact support.   To derive these results we start with a known general "painless" construction that has recently appeared in the literature. We show that this construction extends to Besov and Triebel-Lizorkin spaces by providing adequate dual systems. 
Carlos Cabrelli, Ursula Molter and Jos\'e Luis Romero
math.FA math.CA