This paper reviews key developments in applications of advanced contro
l methods to automotive systems. Such applications appear in many aspe
cts of vehicle controls. We will examine representative application ar
eas, which include engines, suspension systems, traction systems, stee
ring systems and those for automated highway systems (AHS). Each area
is examined from the viewpoint of modeling and control algorithm devel
opment. Useful control theories for automotive application are briefly
reviewed for better understanding of the applicability of these theor
ies.