Second order systems are characterized by a characteristic equation where the denominator equals zero. The characteristic equation describes the natural response of the system and determines properties like damping ratio and natural frequency. Time domain specifications for second order systems include rise time, peak time, settling time, and percent overshoot which describe the step response behavior.