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You can provide your sensor data to robot localization in their native frames. R_L will take your TF tree to transform your positions and vector values into the global frame of your choice in the configuration file.

The output will be in the base_frame frame -- but you don't need to worry about the transformations as long as your frame (say camera) in the message header is valid and connected to your base_frame in some way via TF.