Motivated by the requirements of micro air vehicles, we present a simple method for estimating the position, heading and altitude of an aerial robot by tracking the image of communicating GPS-localized ground robot. The image-to-GPS mapping thus generated can be used to localize other objects on the ground. Results form experiments with real robots are described.
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