Simulation of an Algorithm for the Spectral Identification of Space Target Materials

A novel extraction and purification method for identifying pure materials in space targets is presented in this paper. Simulation experiments are carried out using data from the United States Geological Survey and laboratory sample material. Experimental results show that the proposed method can successfully improve the unmixing of sparse spectra. This algorithm should also be suitable for other spectral analysis applications.