Breaking the diffraction limit is always an appealing topic owing to the urge for a better imaging resolution in almost all the areas. As an efficient solution, the superlens based on the plasmonic effects can resonantly amplify evanescent waves, the lost treasure, and reach the subwavelength resolution. However, the natural plasmonic materials, within their limited choices, usually have inherently high loss and are only available from the infrared to visible wavelengths. In this work, we demonstrate that arbitrary materials, even air, can be applied to enhance the evanescent waves and build the superlens with low loss at desired frequency. The working mechanisms reside in the dispersion-induced effective plasmons in a bounded waveguide structure, where materials with only positive permittivity is used. By using the air as an effective plasmonic material in a parallel-plate waveguide, the broadband enhancement of evanescent waves and the ability to beat the diffraction limit are well verified at microwave frequency. As a specified realization, we further constructed and experimentally investigate the more practicable hyperbolic metamaterials (HMM) by stack of air and dielectric layers. The validity of HMM is verified by the directional