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Nevertheless, sensor-based HAR still faces difficulties; in certain, recognising similar tasks that only have an unusual sequentiality and likewise classifying activities with big inter-personal variability. This means some individual activities have big intra-class scatter and little inter-class split. To cope with this dilemma, we introduce a margin procedure to boost the discriminative energy of deep discovering systems. We mo