Rattling vibration is an important noise source of gear-box. To control tha
t noise, it is necessary to elaborate a mathematics-mechanical model on ran
ting gears. In this paper, a rattling system modulated by noise was investi
gated. Instead of performing the very tedious numerical calculation, a disc
rete stochastic model described by three dimensional mean mapping was estab
lished by means a the Non-Gaussian closure technique. Through the example,
the chaotic stochastic behavior may be revealed. In comparison with determi
nistic model, the model developed in this paper is more approximate to prac
tice and more available for acoustic investigation, so that it is suggested
to be applied to modeling on rattling vibration.