Patent ID: 8979774
Filing Date: 2015-03-17
Classification: A61B,G16H

Abstract:
1. A physical activity monitoring system comprising: a communications network; a wearable sensor device configured to generate physiologic data associated with a sensed physiologic condition of a wearer, and to generate context data associated with a sensed context of the wearer, and to transmit the physiologic data and the context data over the communications network; a memory for storing a multilayer perceptron model, the physiologic data and the context data; a computer and a computer program executed by the computer, wherein the computer program comprises computer instructions for executing the multilayer perceptron model using acceleration data and energy expenditure data, rendering first data associated with the physiologic data and second data associated with the context data; and a user interface operably connected to the computer for rendering the first data and the second data, wherein the first data comprises an inferred activity in which the wearer participated, the inference based upon the executed multilayer perceptron model.