We propose a new target motion modeling method using target-oriented coordinates by decomposing the acceleration into the target's moving direction component and its orthogonal component. We apply this physically more rational target-oriented model assumption to representative IMMPDAF scenarios and show that the tracking error is reduced by up to 14%.