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Human Fall Detection Based on the HDC-RepLKNet Network

2025-04-26

Abstract excerpt

Addressing elderly health monitoring amid accelerating population aging, this study proposes a non-contact fall detection method using millimeter-wave radar and an improved HDC-RepLKNet network. The TI IWR1843 radar captures human motion echoes, with fused Range-Time Maps (RTM) and Doppler-Time Maps (DTM) providing comprehensive motion characterization. The enhanced network integrates an attention mechanism for re...

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Literature Corpus work
157703ea-2b29-58a2-bab1-864fc2c2f2e7
DOI
10.22541/au.174564923.31335634/v1
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Human Fall Detection Based on the HDC-RepLKNet NetworkDOI 10.22541/au.174564923.31335634/v1
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