A monitoring device configured to be attached to a body of a subject includes a sensor configured to detect and/or measure physiological information from the subject, and at least one actuator that is configured to adjust the stability of the monitoring device relative to the subject body in response to the sensor detecting a change in subject activity, a change in environmental conditions, a change in time, and/or a change in location of the subject.