Abstract In this study, a humanoid prototype of 2-DOF (degrees freedom) lower limb exoskeleton is introduced to evaluate the wearable comfortable effect between person and exoskeleton. To improve detection accuracy human-robot interaction torque, BPNN (backpropagation neural networks) proposed estimate force compensate for measurement error 3D-force/torque sensor. Meanwhile, backstepping contro...