The invention discloses an automatic digital
IC testing and performance evaluation method based on a digital testing platform, and relates to the technical field of
IC testing, and the method comprises the steps: carrying out the
instrumentation of a tested vehicle-mounted IC through a digital testing platform, simulating the real working condition of a vehicle, obtaining the reference performance, and connecting a load throwing simulator, a sensor network and the to-be-tested IC; acquiring vehicle-mounted
voltage, temperature and CAN message load in real time, identifying a load throwing state, and monitoring a vehicle state in real time to obtain a vehicle state value; measuring IC execution
delay,
power consumption and error rate, and calculating a performance state value; setting a complexity regulation and
control algorithm, and dynamically and adaptively adjusting the complexity step length of the
algorithm according to the performance sensitivity and the vehicle state; fitting a trend surface, identifying critical complexity, and setting a complexity prediction model to output
optimal test complexity. According to the method, the problems of low efficiency and high risk of fixed step length or manual parameter adjustment caused by relatively large influence of
algorithm complexity on IC performance change in a vehicle IC test process are solved.