The invention provides a safety state monitoring and early warning method and
system for
elderly people living alone, and relates to the technical field of smart pension, the
system comprises a sensing layer, a transmission layer, a
processing layer and an
application layer, during implementation, a sensing unit is firstly installed, then
relay equipment is installed, then adaptability training of the
system is carried out, and finally alarm information is processed. Through dual-mode cooperation of environment
perception and attitude monitoring, accurate analysis of home behaviors of the elderly living alone is realized, the probability of
false alarm is greatly reduced,
deep learning is combined to drive closed-
loop optimization, through three-stage threshold iteration, the tumble recognition rate is greatly improved, the
false alarm rate is greatly reduced, linkage response is triggered in an emergency scene, and the accuracy of tumble recognition is improved. The
community disposal efficiency is greatly improved, the beacons are integrated with intelligent insoles / magnetic chest cards and other non-inductive wearing designs, and the house type self-adaptive
base station deployment is combined, so that the disturbance of grid members to the old is reduced, and meanwhile, the monitoring efficiency and accuracy are improved.