With the development of wireless communication technology, the next generation mobile network presents heterogeneous and complex characteristics. Meanwhile, the popularity of intelligent mobile endpoint has made user applications transferred from table fixed to mobile online. These wireless and ubiquitous applications bring the need of transformation of massive burst data. The traditional network transformation control can't meet the seamless transformation requirement of the massive burst data brought by the development of mobile applications. Therefore, it is necessary to investigate intelligent network transformation control methodology for the next generation wireless network. On base of the survey of previous related research work, this article introduces the three research topics of network behavior model and architecture, multi-dimension perceive technology and network resource cooperative adaptation based on perceived information.