The main aim of this paper is to develop the system for recording and analysis of human vital signals. The decisionmaking algorithms are based on the complex system theory and distributed intellect and convolution of Mealy and Moore automata. In case of dangerous situation, a smart phone can send the alarm signal and analysis results to a physician’s server. The exceptional feature of the developed monitoring system is the synchronous analysis of multiple processes and integrated assessment of person’s functional state adaptation for user requirements at the individual level.