This paper develops a novel finite-time control design for linear systems subject to time-varying delay and bounded control. Based on the Lyapunov-like functional method and using a result on bounding estimation of integral inequality, we provide some sufficient conditions for designing state feedback controllers that guarantee the robust finite-time stabilization with guaranteed cost control. The conditions are obtained in terms of linear matrix inequalities (LMIs), which can be determined by utilizing the Matlab LMI Control Toolbox. A numerical example is given to show the effectiveness of the proposed method.whereM 12,12 = −0.5I, M 10,10 = − 1 1 + 27r 2 b 4 I, M 44 = −8S 3 + Q 2 , M 11,11 = − 1 , M 88 = M 99 = −12S 3 , M 12 = −2X 1 , M 13 = −2X 2 , M 14 = PD, M 16 = 6X 1 , M 45 = D T S 4 , M 1i = 0, i = 8, 9, 12, M 1,10 = P, M 1,11 = PB, M 15 = A ⊤ S 4 , M 24 = −2S 3 , M 26 = 6X 1 , M 28 = 6S 3 , M 2i = 0, i = 3, 5, 7, 9, 10, 11, 12, M 34 = −2S 3 , M 39 = 6S 3 , M 3i = 0, i = 5, 6, 8, 10, 11, 12, M 4i = 0, i = 6, 7, 10, 11, 12, M 48 = M 49 = 6S 3 , M 5i = 0, i = 6, 7, 8, 9, 10, 11, M 5,12 = S 4 ,