I. Introduction
To date, the stability and control of biped robots with flat feet have been based on zero moment point (ZMP) criterion, which states that when the ZMP is contained within the interior of support polygon, the robot is stable, i.e., will not topple [1]. The basic idea of this principle is to avoid the underactuation between the supporting foot and the ground before heel strike by the swing leg. To maintain this condition, the walking of the robot has restrictions such as the maximum walking speed limitation and the variety of biped locomotion. Based on ZMP criterion, the robot can only realize static walking or quasi-dynamic walking, as shown in Fig. 1(a) and (b). During the dynamic walking, the underactuated DOF emerges between the support foot and the ground, as shown in Fig. 1(c) [2]. This induces the biped model not only hybrid but also dimension-variant.