In order to improve navigation and communication technology, multi-source data mixing technology was applied. First, the background and domestic and foreign research status were summarized. The communication technology, positioning technology in navigation, and radio orientation technology were introduced. Then, based on the multi-source data of the ship communication, the embedded hybrid platform was built. According to the configuration of the hardware, the kernel source code was modified and ported to an embedded hybrid platform. Finally, according to the FHS standard, a root file system was established. The multi-source data hybrid communication system display interface and multi-source data fusion PRONAVI system were designed. The results showed that the platform could manage and store all types of collected data. Therefore, this technology can mix and transmit multi-source data.