The present disclosure generally describes radio frequency (RF) particles and an RF powder-containing base including a plurality of such RF particles. The RF particles may include an antenna element and an integrated circuit element coupled together by at least one interconnection. The base may be formed from sheet-like subjects, such as various kinds of cards, bills, and documents. Methods of forming the RF powder-containing base are also generally disclosed.