Cognitive Computation

SFQSV Net: State Fusion Quantum Spectral Vision Network for Enhanced Elderly Fall Detection and Preventive Care in Smart Communities

Computational studyBiomarkers

Abstract

Abstract A fall occurs when an individual loses balance and strikes the ground or a nearby object. This is a leading cause of accidental death among people aged 65 years and above, making it a universal health issue. Although fall detection systems have shown positive outcomes, detecting falls in varied environments remains challenging.

The paper

Bennett University; Manipal Academy of Higher Education

Cognitive Computation, 24 Aug 2026, CC BY

doi.org/10.1007/s12559-026-10651-1