In order to process data fusion, the author proposes a multidimensional sensor fusion processing system based on big data. The discusses principle and basic steps of analyzes classification common methods fusion. Then, structure training DBN algorithm are emphatically expounded, experiments carried out randomly collected datasets through algorithm, validity is verified, evaluated. experimental ...