This article delves into the core concepts of DePIN (Distributed Physical Infrastructure Network) and the sources of its legitimacy, particularly in comparison to traditional cloud services and IoT technologies. By analyzing various DePIN projects such as Filecoin, IoTeX, and Helium, we analyzed their applications in the fields of storage, computing, IoT, and AI, and predicted the development trends of middleware and application layers.