Underwater vehicle sonar self-noise prediction based on genetic algorithms and neural network
Wu Xiao-guang , Shi Zhong-kun
Journal of Marine Science and Application ›› 2006, Vol. 5 ›› Issue (2) : 36 -41.
Underwater vehicle sonar self-noise prediction based on genetic algorithms and neural network
The factors that influence underwater vehicle sonar self-noise are analyzed, and genetic algorithms and a back propagation (BP) neural network are combined to predict underwater vehicle sonar self-noise. The experimental results demonstrate that underwater vehicle sonar self-noise can be predicted accurately by a GA-BP neural network that is based on actual underwater vehicle sonar data.
sonar self-noise / back propagation (BP) neural network / genetic algorithms
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