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《JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY》 1998-05
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A Neural Network GPS Navigation Algorithm

Wang Xiaoxiang;Wang Yulong;Xu Chaolun;Ke Youan (Department of Electronics Engineering,Beijing Institute of Technology,Beijing 100081)  
Aim study the estimation algorithm of the GPS receiver state solution.Methods A Hopfield neural network was used to process the GPS receiver data.Results Compared with the recursive least square(RMS) algorithm,the solution error of Neural Network was reduced both in mean bias and in rms error. Conclusion It is a success to use neural network in the estimation of GPS navigation solution, and THE accuracy is improved.
【CateGory Index】: V557.5,TN96
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【References】
Chinese Journal Full-text Database 1 Hits
1 Wang Xiaoxiang \ \ \ \ \ \ \ \ \ \ \ \ Ke YouanBeijing University of Posts and Telecommunications, 100876\ \ \ \ \ Beijing Institute of Telecommunications, 100081;On Various Factors to DGPS Error[J];系统工程与电子技术;2000-06
【Co-references】
Chinese Journal Full-text Database 2 Hits
1 Wang Xiaoxiang (Department of Information Engineering, Beijing University of Posts and Telecommunications, Beijing 100876);Study on Differential GPS Accuracy[J];北京邮电大学学报;1999-04
2 Wang Xiaoxiang;Wang Yulong;Xu Chaolun;Ke Youan (Department of Electronics Engineering,Beijing Institute of Technology,Beijing 100081);A Neural Network GPS Navigation Algorithm[J];北京理工大学学报;1998-05
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 CHU Hong-xian1,2,SHI Hui-jie1,2,FENG Jing1,2,ZHOU Xiao-ming1,2(1.The Key Laboratory of Marine Hydrocarbon Resources and Environmental Geology,Ministry of LandResources,Qingdao,Shandong,2660711;2.Qingdao Institute of Marine Geology,Qingdao,Shandong,266071);Effect of GPS Location Accuracy Due to the Partial Solar Eclipse in Qingdao[J];海洋测绘;2011-06
2 Zhang Xingwei,Zha Yong(School of Geographical Science,Nanjing Normal University,Nanjing 210097,China);Analysis to the Error of GPS Location of Single Site[J];南京师大学报(自然科学版);2006-03
3 He Yong~1, Ge Xiaofeng~(1,2), Yu Haihong~1, Fang Hui~1 (1.College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310029, China; 2.The Communication Center of Zhejiang Province Traffic Department, Hangzhou 310009, China);Analyses of measurement precision of GPS for agricultural purposes and method for improving precision[J];农业工程学报;2004-02
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