Abstract: An intra-network weighted data fusion method is proposed,using mobile agent and wavelet technique.Based on temporal-spatial correlation and redundancy characters of intra-network data,the method introduce mobile agent and use wavelet technique to integrate data by weighted fusion algorithm to reduce data transmission quantity,tackling the shortage that more extra information is needed to exploit spatial correlation in distributed signal processing.Simulation results show that it can effectively decrease data transmission and total energy consumption.