Because of the incompletion of measured data and the existence of noise, the application of system identification method and damage index method is restricted in the field of structural damage identification. The problem can be solved by taking structural damage identification as a pattern recognition issue and using neural network as a classifier. But with the multi-sensor system widely used on the large and complex structures, how to use the various measured data effectively becomes a key problem...