This letter considers cascaded model predictive control (MPC) as a computationally lightweight method for controlling tandem-rotor helicopter. A traditional single MPC structure is split into separate outer and inner-loops. The outer-loop uses an SE2(3) error to linearize the translational dynamics about reference trajectory. inner-loop optimal angular velocity sequence of rotational dynamics. ...