Basic motion patterns and posture can be distinguished by multichannel accelerometry, as recently shown. A refinement of this method appeared to be desirable to further increase its effectiveness, especially to distinguish walking and climbing stairs, and body rotation during sleep. Recordings were made of 31subjects, according to a standard protocol comprising 13motions and postures. This recording was repeated three times with appropriate permutation. Five uni-axial sensors and three sites of placement (sternum with three axes, right and left thigh) were selected. A hierarchical classification strategy used a standard protocol (i. e., individual reference patterns) to distinguish subtypes of moving behaviors and posture. The analysis method of the actometer signals reliably detected 13 different postural and activity conditions (only 3.2%misclassifications). Aminimum set of sensors can be found for a given application; for example, a two-sensor configuration would clearly suffice to differentiate between four basic classes (sitting, standing, lying, moving) in ambulatory monitoring.The assessment of movement and posture, and, generally, the kinematic analysis of behavior, has greatly profited from the progress made in sensor technology and advanced methods in signal analysis. The conventional method made use of wrist-worn actometers, tilt-switch transducers, mechanical pedometers, piezoceramic sensors, and other electronic devices to register movements. Actometer devices are suitable for many applications, and actometers are less expensive than the infrared-light method ofkinematic analysis, easier to apply than recordings of the electromyogram, and more convenient than videotape analysis. The measurement of activity in psychology and medicine was reviewed by Tryon (1991; see also H. Bussmann, 1998).Recent progress in the assessment of movement and posture resulted from three developments: First, the wide bandwidth of new piezoresistive (e.g., ICSensor Model 3031, Analog Devices ADXL202) and piezocapacitive sensors have paved the way for the development ofa new method with calibrated actometers. The DC signal output (i.e., signal output <0.5 Hz) allows the assessment of change in position in relation to the gravitational axis (i.e., inclination in degrees). The AC signal output >0.5 Hz in terms of the gravitation-that is, g (or milli-g)--represents acceleration along the sensitive axis of the device; second, the development of pocket-sized digital data recorders has especially facilitated multichannel