AI RESEARCH
Sit-to-Stand Transitions Detection and Duration Measurement Using Smart Lacelock Sensor
arXiv CS.LG
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ArXi:2604.00175v1 Announce Type: new Postural stability during movement is fundamental to independent living, fall prevention, and overall health, particularly among older adults who experience age-related declines in balance, muscle strength, and mobility. Among daily functional activities, the Sit-to-Stand (SiSt) transition is a critical indicator of lower-limb strength, musculoskeletal health, and fall risk, making it an essential parameter for assessing functional capacity and monitoring physical decline in aging populations.