In this paper, we propose to use adaptive fuzzy logic to tackle the spacecr
aft attitude control problem. The advantage is that no linearity in the sys
tem parameter assumption is needed. An on-line tuning scheme with no off-li
ne training phase is used to update the weights in the fuzzy logic controll
er. Attitude tracking errors are guaranteed to be bounded.