The Institute of Oceanographic Instrumentation,Shandong Academy of Sciences,Shandong Key Laboratory of Ocean Environmental Monitoring Technology,Qingdao 266001
Abstract：ADCP wave estimation is carried out by using current velocity closed to water surface,and the only wave induced velocity is needed during wave estimation.When background current is strong,wave estimation accuracy is affected by background current.The software WAVESMON suggests that background current correction should be done if background current amplitude is larger than 0.75m/s.The research shows that when background current exists,the factors of background current amplitude,background current direction,wave direction and water depth can affect wave estimation.And the present background current correction algorithm is not accurate.This paper applies BP neural network model in wave estimation when background current exists.And the relationship between wave estimation error and various factors are analyzed,which can improve wave estimation accuracy.
郑威，杨英，赵彬，惠力，鲁成杰，杨书凯. 基于BP神经网络模型研究背景流对于ADCP波浪估计的影响[J]. 气象水文海洋仪器, 2017, 34(3): 1-6.
Zheng Wei,Yang Ying,Zhao Bin,Hui Li,Lu Chengjie,Yang Shukai. Effect of background current on ADCP wave estimation based on BP neural network molel. Meteorological Hydrological and Marine Instrument, 2017, 34(3): 1-6.
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2017, Vol. 34 
