In this paper the sleep is analyzed using the positions sensors of the mattress information’s. The sensors have placed below the mattress in the zone. The sensors information’s are acquired with the dedicated card for this application. These sensors inform the medical staff about the subject presence on the bed and the body movement and position. The sensor's mdata are classified using fuzzy and neuro-fuzzy algorithms of MatLab program.