This document presents a novel 4WD permanent magnet synchronous motor control strategy for an electric vehicle based on direct torque control space vector modulation techniques. The control strategy uses DTC-SVM to independently control each of the four in-wheel motors. MATLAB/Simulink simulations were conducted to analyze the performance of the proposed controller under different speeds and topologies. The results show that the DTC-SVM controller has better dynamic performance than traditional DTC, with reduced torque and flux ripple. The control strategy could be successfully implemented in the traction drive of modern 4WD electric vehicles.