This paper deals with robust controller design for SISO linear plants subje
ct to interval parametric uncertainty, a longstanding open problem of contr
ol theory. Based on Hermite-Fujiwara matrices and the generalized Kharitono
v's theorem, a sufficient condition is derived for the existence of a robus
tly stabilizing controller of order up to three. This condition is formulat
ed as a non-convex rank-one LMI feasibility problem in the controller param
eters. This optimization problem is addressed by two standard heuristics re
lying upon semidefinite programming. In spite of the potentially conservati
ve nature of the stabilizability condition and the lack of convergence of t
he proposed algorithms, several numerical examples bear out the usefulness
of our approach for designing robust controllers of small order at low comp
utational cost.