In on-orbit servicing missions,space manipulators have been widely applied in object capture and large structure assembly.In this paper,a novel method based on the recursive predictor-based subspace identification (RPBSID) algorithm is developed to identify the inertia parameters of endpoint payload of a single-link flexible manipulator from the system state-space model.