Research on applying artificial neural network to detecting system of wave height/tide level

JIANG Chuan-ji; ZHENG Zheng-qi; LI Zong-biao

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Article Navigation > Haiyang Xuebao > 2003 > 25(4): 104-110

JIANG Chuan-ji, ZHENG Zheng-qi, LI Zong-biao. Research on applying artificial neural network to detecting system of wave height/tide level[J]. Haiyang Xuebao, 2003, 25(4): 104-110.

Citation:

JIANG Chuan-ji, ZHENG Zheng-qi, LI Zong-biao. Research on applying artificial neural network to detecting system of wave height/tide level[J]. Haiyang Xuebao, 2003, 25(4): 104-110.

JIANG Chuan-ji, ZHENG Zheng-qi, LI Zong-biao. Research on applying artificial neural network to detecting system of wave height/tide level[J]. Haiyang Xuebao, 2003, 25(4): 104-110.

Citation:

JIANG Chuan-ji, ZHENG Zheng-qi, LI Zong-biao. Research on applying artificial neural network to detecting system of wave height/tide level[J]. Haiyang Xuebao, 2003, 25(4): 104-110.

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Research on applying artificial neural network to detecting system of wave height/tide level

Department of Electronic Engineering, East China Normal University, Shanghai 200062, China

Received Date: 2002-03-01
Rev Recd Date: 2002-05-14

Abstract

Abstract

The study results of artificial neural network algorithm applied to Ku-band microwave ocean wave-height and tide-level detecting system are specified.The way to detect the microwave returned intermediate frequency (f_if) and the neural network(NN) design method of the 9/256 insertion and also training model are introduced.The precision of the measured wave-height and tide-level is risen to one order of magnitude as before but still kept low time delay while using NN.Some steps are also taken to reduce the training time of NN.
- neural network,
- wave-height/tide-level,
- resolution,
- real time