This paper presents an implementation of indirect vector control of induction machine on an integrated DSP (Digital Signal Processor) system manufactured by dSPACE GmbH. The system integrates into a single board the computational power of a TMS320C31 DSP with extra peripherals needed in vector control application, and therefore requires minimal hardware development The induction machine parameters required for the vector control operation are obtained through an off line parameters identification using Maximum Likelihood estimation technique with a DC voltage source excitation. It is shown through extensive experimental study that the off line identified parameters yield in a reliable field orientation of the induction machine.