| ��������ӦKalman�˲���BP�����絼���е�Ӧ�� |
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| 引用本文： | 聂建亮,张卉.��������ӦKalman�˲���BP�����絼���е�Ӧ��[J].大地测量与地球动力学,2007,27(3):56-59. |
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| 作者姓名： | 聂建亮 张卉 |
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| 作者单位： | 1. 长安大学地质工程与测绘工程学院,西安,710054
2. 解放军军事经济学院基础部外语教研室,武汉,430035 |
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| 基金项目： | 交通部科技项目(200531881203)，武汉大学地球空间环境与大地测量教育部重点实验室测绘基础研究基金(1469990324233-04-02) |
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| 摘 要： | ?????BP??????????????????Kalman????????????????????????????????????BP???????÷????????BP?????????????????????????????????????????????÷??????????????????????Ч??????
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| 关 键 词： | BP?????? ?????Kalman??? ???????? ????????? ???? |
| 文章编号： | 1671-5942（2007）03-0056-04 |
| 修稿时间： | 2007-01-23 |
APPLICATION OF BP NEURAL NETWORK BASED ON ADAPTIVE KALMAN FILTERING TO NAVIGATION |
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| Nie Jianliang,Zhang Hui.APPLICATION OF BP NEURAL NETWORK BASED ON ADAPTIVE KALMAN FILTERING TO NAVIGATION[J].Journal of Geodesy and Geodynamics,2007,27(3):56-59. |
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| Authors: | Nie Jianliang Zhang Hui |
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| Institution: | 1)School of Geological and Surveying Engineering, Chang’an University, Xi’an 7100542)Foreign Language Office, Elementary Science Department, Military Economics Academy of PLA,Wuhan 430035 |
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| Abstract: | The adaptive Kalman filtering is used for training the link weight of hidden lay and output lay to improve the capability of BP neural network.By comparison,the precision and generalization ability of BP based on adaptive Kalman filtering are higher than those of the traditional BP neural network.In the example,it is proved that the new algorithm is efficient in the data processing of navigation. |
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| Keywords: | BP neural network adaptive Kalman filtering generalization ability adaptive factor navigation |
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