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Nonetheless, the usage of Ultra-Wideband (UW radar when it comes to classification of human rest postures will not be investigated commonly. This study investigates the overall performance associated with off-the-shelf solitary antenna UWB in a novel application of rest postural transition (SPT) recognition. The suggested Multi-View training, entitled SleepPoseNet or SPN, over time series data enlargement is designed to classify four standard SPTs. SPN exhibits an ability to ca