Abstract: Aiming at using network coding method will result in the increasing complexity of the information transmission,this paper proposes a network coding algorithm based on compressed sensing technology.This algorithm uses optimized compressed sensing technology to compress and optimize the color image information in the source.So the transmission of redundant information can be reduced and encoding efficiency can be improved.And the algorithm can reconstruct the original signal through using a small amount of sparse signal projection values.Simulation results confirm that the algorithm can reduce the computational overhead of network coding and decoding and memory space occupied,and guarantee the high reductive performance of the reconfigurable information.