A wearable blood pressure monitoring device includes a housing with a processor and array of sensors is suitable to continuously wear on a subject without cuffing the subject during measurements. The sensors include an ECG sensor and a PPG sensor in contact with the external surface of the skin of the subject. The processor determines blood pressure from a determined PTT value resulting from a time difference between the measured ECG signal and the measured PPG signal resulting from the heartbeat.