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In this study, a framework for navigation of unmanned robots by combining information extraction from terrain maps with regional traversability and speed assessment is presented. The proposed method extracts the slope and roughness of a terrain patch along four heading directions and then uses them to evaluate the level of difficulty associated with the traversal. The slope is estimated through curved...
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