Non-sleep-interference sleeping posture and sleeping behavior testing identification method

A non-sleep-interference sleeping posture and sleeping behavior testing identification method includes the steps of extraction of human-bed interface compression shapes, classification and identification of sleeping postures, classification and identification of sleeping motion behaviors and analysis of sleeping behavior modes. A support vector machine is used for classification and identification of the sleeping postures, and the four sleeping postures of supination, left lateral decubitus, right lateral decubitus and prostration are identified on the basis of finite sample supervised training identification through classification of human-bed interface compression quantity matrixes; identification of the sleeping motion behaviors is achieved in the mode that logarithmic potential sensors synchronizing with human-bed interface compression quantity changes are used for outputting variation of voltage signals and obtaining signals generated when sleeper motion behavior accidents occur. According to the method, a technical support is provided for monitoring and evaluation of intellectualized design of a bed system or a mattress and healthy sleeping.