With advances in medicine and healthcare systems, the average life expectancy of human
beings has increased to more than 80 yrs. As a result, the demographic old‐age …

The fixed-size non-overlap** sliding window (FNSW) and fixed-size overlap** sliding
window (FOSW) approaches are the most commonly used data-segmentation techniques in …

Unintentional falls are the leading cause of fatal injuries and nonfatal trauma among older
adults. An automated monitoring system that detects occurring falls and issues remote …

Bicycle riders are exposed to accident injuries such as head trauma. The risk of these riders'
injuries is higher compared to the risk of injuries for motorists. Crashes, riders' errors, and …

Accidental falls are the preminent cause of fatal injuries and the most common cause of
nonfatal trauma-related hospital admissions among elderly adults. An automated monitoring …

For a supervised machine-learning based fall-detection approach, data segmentation is
needed to split the data sequence into several segments. Then features are extracted from …

Falls pose a great danger to social development, especially to the elderly population. When
a fall occurs, the body's center of gravity moves from a high position to a low position, and …