The application provides a kind of based on the abnormal state alarm monitoring method of lonely old people of intelligent monitoring terminal, it is related to the
safety monitoring technical field of old people, including the following steps: current monitoring time period is divided into at least one time section according to the intensity level of movement, and based on each type of
vital signs in each time section, determine its abnormal frequency and decoupling index;Based on the attention weight of each vital sign of abnormal frequency and decoupling index, update the attention layer parameter after, then each type of
vital signs in current monitoring time period is input into abnormal
state recognition model, identify whether the lonely old people exist abnormity, the application is based on the intensity of movement adaptive analysis the abnormal frequency and decoupling index of each vital sign of lonely old people, to adjust the attention layer parameter of abnormal
state recognition model, so that abnormal
state recognition model will more attention on the vital sign of high abnormal degree, significantly improve the correct recognition rate of the abnormal state of lonely old people.