Accelerometers detect changes in velocity, which are then translated into digital signals. These signals are processed to estimate physical activity levels. Data are usually recorded in epochs, or short time intervals, which can then be aggregated to provide comprehensive activity profiles. Some advanced models also include gyroscopes and magnetometers to measure orientation and rotation, enhancing the accuracy of activity recognition.