Presented in this work is a novel fiberoptic sensor array which is made of symmetric and asymmetric periodically etched multimode optical fibers. It may be applied to detection of structural states such as stress, strain or damage assessment in smart material and structures. The principle and technology of array sensing signal processing in the artificial neural network are described. The simulation results of BP network and Kohonen network are also given.