Definition

For an integer kk, a dyadic annulus in Rd\mathbb R^d is a set of the form

Ak={xRd:2kx<2k+1}.A_k=\{x\in\mathbb R^d:2^k\le |x|<2^{k+1}\}.

Changing open or closed endpoints, or multiplying both radii by a fixed constant, gives an equivalent convention for most estimates.

Scale decomposition

The annuli are pairwise disjoint and cover Rd{0}\mathbb R^d\setminus\{0\}. A sum or integral over large radii can therefore be estimated by summing its contributions over kk.

Smooth localization

Scaled produce a smooth dyadic partition in which each point belongs to only boundedly many enlarged annuli. Derivatives of a cutoff at radius 2k2^k gain factors of 2k2^{-k}.

References
  1. Loukas Grafakos, Classical Fourier Analysis, 3rd ed., Springer, 2014. DOI record.