For high speed roller bearings used in aircraft engine, the roller's slipping is one of the main causes which result in bearing damage. A kind of new roller bearings having non circular inner race is proved to be a valid method to solve the slipping problem. In this paper, a strategy to grinding the trilobed inner race by using linear motor control technique is presented and illustrated. Practical machining experiment has been made and machining results are satisfactory.