A survey of direct methods for identification of discrete Volterra systems is given. The Lee-Schetzen method and Korenberg's fast orthogonal algorithm (FOA) are reviewed. These methods are still useful and can be used as reference for other methods. We give practical considerations and suggestions for optimal use of these two methods coming up from the study of statistical simulations up to the third order.