Abstract: The basic principles and experimental progress in single atom preparation and optical manipulation based on atom cooling and trapping are summarized. The applications of single atoms in atomic quantum registers, single photon sources and atom-photon entanglement are briefly presented. The basic schemes and the status of our single atom experiments are also described.