For the particular controlled object AUV,a novel controller based on the fuzzy B-Spline neural network is presented,which embodies the merits of qualitative knowledge representation capability of fuzzy logic,quantitative learning ability of neural networks,as well as the excellent local controlling ability of B-Spline basis functions.However,to overcome the inherent deficiencies in the fuzzy neural network, including the structure hardly to be fixed,slow-speed training with the tendency to be involved in lo...