A novel approach to modeling and identifying the double loop DC motor driving system in soccer robots

Abstract

Using double loop DC motor drive system (DLM) of the RoboCup middle size robots as research subject, the model of DLM has been reduced to a simple state space one by the "quasi-equivalent" modeling method, based on the characteristic analysis of the system. Further, the parameters of the model can be exactly identified applying the improved genetic algorithm. The results of compared experiment proved that using this model and identification ways can get a reasonably structural and high parameters precision model. The model can describe the DLM to design the control system for robot soccer.