Based on the relevant theory of gas discharging, a numerical model of gas discharge tube is established. With the help of particle simulation method, the physical mechanism of producing plasma through gas discharge and the relationship between gas ignition voltage, gas pressure and electrode distance product is studied through computer simulation on physical process of producing plasma by dc neon discharge. The simulated result is in exact accordance with theoretical analysis. Provides a feasible way for the study of plasma stealth technology.