We apply the discrete version of Calderon’s reproducing formula and Littlewood–Paley theory with weights to establish the \(H^{p}_{w} \to H^{p}_{w}\) (0 qw=inf {s:w∈As}. Our results can be regarded as a natural extension of the results about the growth of the Ap constant of singular integral operators on classical weighted Lebesgue spaces \(L^{p}_{w}\) in Hytonen et al. (arXiv:1006.2530, 2010; arXiv:0911.0713, 2009), Lerner (Ill. J. Math. 52:653–666, 2008; Proc. Am. Math. Soc. 136(8):2829–2833, 2008), Lerner et al. (Int. Math. Res. Notes 2008:rnm 126, 2008; Math. Res. Lett. 16:149–156, 2009), Lacey et al. (arXiv:0905.3839v2, 2009; arXiv:0906.1941, 2009), Petermichl (Am. J. Math. 129(5):1355–1375, 2007; Proc. Am. Math. Soc. 136(4):1237–1249, 2008), and Petermichl and Volberg (Duke Math. J. 112(2):281–305, 2002). Our main result is stated in Theorem 1.1. Our method avoids the atomic decomposition which was usually used in proving boundedness of singular integral operators on Hardy spaces.