The paper describes the development of an adaptive control algorithm f
or active suspension systems based on optimal regulation methods. The
objective is to design an algorithm which will automatically tune at s
tart-up to changed vehicle conditions and adaptively re-tune to change
s in driving conditions (in particular road generated disturbances). T
he proposed algorithm is a self-tuning regulator based on generalised
minimum variance (GMV) control. Simulation results obtained for a 3 de
gree-of-freedom (DOF) quarter car suspension demonstrate potential ben
efits of fully adaptive control in automotive suspensions.