Traditional patient/inmate monitoring (e.g. ECG or Telemetry), can require significant user compliance, making them difficult to implement in general correctional environments. Contact-free, continuous monitoring can accurately monitor heart rate, respiratory rate and motion, no staff intervention or inmate compliance required.