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Support vector machine (SVM) is a relative new classification algorithm with some advantages over other machine learning methods. This paper presents a SVM based localisation algorithm for indoor robot navigation by recognizing the environmental features that are known as priori. A topological map is adopted by the mobile robot for the coarse global localisation. Then at each topological node located,...
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