The influence of environmental fluctuations on the hypersonic flight at the edge of Earth's atmosphere is analyzed. It is proved that the weak aerodynamic force can achieve the adjustment of re-entry position. A method named neutral network I-PIDA attitude control strategy is proposed. The attitude control torque is given by using the reaction thruster driven by PWM. The fuzzy predictive guidance is used to achieve the accurate adjustment of re-entry position. The numerical examples show that this method has excellent results for both attitude tracking and re-entry position adjustment. And its robustness is proved to be very strong.