This paper introduces a method to design feedback predictive controller for stable tracking control of gear transmission system with boundary conditions. The predictive controller of this paper uses linear approximate model of gear transmission system and uses the objective function in quadratic form with parameters shift, hence, control problem with constrains is always being non-constrain problems. Since the optimized principle with tracking error used is smallest, thus, despite of using linear approximate model, the performance of controller still recorded high tracking quality.