A great majority of current applications of fuzzy logic are in fuzzy e
xpert control systems. The candidate systems for fuzzy expert control
cart be characterized as systems that possess complex or unmodeled dyn
amics, high dimensionality, many interacting variables, system perturb
ations, or a combination of any of these. The hovercraft is one such s
ystem. The complexities that exist in hovercraft control arise because
of the dual requirements of maintaining lift and maneuverability, as
well as stability. Using fuzzy logic, the difficulties in both the des
ign and the application of the control process are well managed. This
paper demonstrates this through the implementation of the design and a
pplication of a fuzzy controller for stabilizing the response of a sim
ple hovercraft platform. The physical platform constructed as a testbe
d is described, along with the associated control hardware. This is fo
llowed by a discussion of the fuzzy rule-based system development whic
h resulted in a fuzzy controller using a total of twelve rules for ach
ieving platform stability.