This article proposes the data-centric and edge computing technology to design the system architecture. The designed system can manage multiple mobile robots at the same time, and can improve the system operation efficiency by distributing the amount of computing to each mobile robot controllers. The system builds a communication network based on Data Distribution Service (DDS) to reduce communication delays, packet loss and ensure the quality of communication services. Develop cooperative path planning algorithms to ensure that multiple robots do not collide with each other while performing tasks. User can edit multi-robot dispatching paths across platforms by using the web-based path editor. Finally, in addition to simulating and verifying the developed cooperative path planning algorithm through this path editor, it also tests the communication network quality in various situations.