Extension of range of robot applications requires us to develop cooperative robot systems. The component to share locations of the robots through the network is very important in the development. We propose to accelerate the implementation by using the RT-Middleware, which provides us with communication protocols and in which various components for localization are already available. We additionally implement the component to share the locations, which adjust difference of coordinates in each map. We confirmed the effectiveness of the proposed navigation system through experiment.