A novel biomimetic object impedance controller is proposed.

Object/internal impedance are simultaneously achieved in a unified architecture.

Stiffness and damping of the object impedance can be adapted accordingly.

Agilely dealing with unknown interactions for object/dual-arm system is enabled.

Strict stability analysis with simulation and experiments are given.