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《Missiles and Space Vehicles》 2010-04
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Application of Compressed Sensing Theory in GPS/SINS Integrated Navigation

Ruan Di,Han Chongzhao(Institute of Integrated Automation,School of Electronics and Information Engineering,Xi’an Jiaotong University,Xi’an,710049)  
GPS/SINS integrated navigation system,which can offer real-time,high-precision navigation and positioning service even in high dynamic and strong radio interference environment,has become the principal application mode.Because the system complexity increases,the demand of an increase in the amount of data,high-speed and high-reliability storage leads to an unavoidable issue.As an emerging technology in the field of signal sampling,Compressed Sensing(CS) breaks the limit of frequency in the Nyquist sampling theorem so that less data sampling is needed to nearly perfectly reconstruct the signal.The principles of CS and GPS/SINS integrated navigation system are surveyed and the idea of applying CS in the integrated systems is proposed,then the CS theory is used for compression and reconstruction of the covariance matrix in Kalman filter.Simulation has validated the effectiveness of the method.
【Fund】: 国家自然科学基金(60602026);; 国家重点基础研究发展计划基金(2007CB311006)
【CateGory Index】: V249.328
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Chinese Journal Full-text Database 10 Hits
1 GAO Wei-guang1,3,YANG Yuan-xi2,ZHANG Ting3(1.Institute of Surveying and Mapping,University of Information Engineering,Zhengzhou 450052,China;2.Xi′an Research Institute of Surveying and Mapping,Xi′an 710054,China;3.61081 Troops,Beijing 100094,China);Neural Network Aided Adaptive Filtering for GPS/INS Integrated Navigation[J];Acta Geodaetica et Cartographica Sinica;2007-01
2 SHI Guang-ming1,LIU Dan-hua1,GAO Da-hua1,2,LIU Zhe3,LIN Jie1,WANG Liang-jun1 (1.Intelligent Perception and Image Understanding Key Laboratory of Ministry of Education,Xidian University,Xi'an,Shaanxi 710071,China; 2.School of Science,Air Force Engineering University,Xi'an,Shaanxi 710051,China; 3.School of Science,Northwestern Polytechnical University,Xi'an,Shaanxi 710072,China);Advances in Theory and Application of Compressed Sensing[J];Acta Electronica Sinica;2009-05
3 QIAN Jin (Zhenjiang Watercraft College,Zhenjiang 212003,China);A Modified Federal Kalman Filter Algorithm and its Application at Integrated Navigation System[J];Fire Control and Command Control;2009-07
4 Dang Jianwu 1 Wang Ruiling 2 Huang Jiangua 11 (Northwestern Polytechnical University,Xi'an710072) 2 (Tongchuan Quality and Technology Superintending Bureau,Tongchuan,Shaanxi727000);The Study of Monte Carlo Simulation for Maneuvering Targets Mod eling[J];Computer Engineering and Applications;2003-13
5 CHEN Shuai,XUE Xiao-zhong,WU Shen-lin,SUN Rui-sheng(Power Eng. College, NUST, Nanjing Jangsu 210094,China);Resarch on Simulation Software of SINS/GPS Integrated Navigation[J];Computer Simulation;2007-04
6 Lin Xueyuan,Tan Xuezhe(Department of Electronic Engineering,Naval Aeronautics Engineering Institute,Yantai 264001,China);GPS/SINS Integrated Navigation System and Its' Realization[J];Computer Measurement & Control;2007-12
7 LI Shu-Tao1 WEI Dan1 1.College of Electrical and Information Engineering,Hunan University,Changsha 410082;A Survey on Compressive Sensing[J];Acta Automatica Sinica;2009-11
8 LI Jian-wen,HAO Shun-yi (Department of Aviation Auto-control Engineering,Air Force Engineering University,Xi'an 710038,China);On Precise Positioning Method for Highly Dynamic GPS/SINS Integrated Navigation[J];Information and Control;2009-03
9 XU Jin-hua,XU Jiang-ning,ZHANG Xiao-feng,ZHU Tao(College of Electrical and Information Engineering,Naval Univ.of Engineering,Wuhan 430033,China);Study and Application of UKF in the TNDS Initial Alignment[J];Journal of Astronautics;2009-01
10 SUN De-bo1, YANG Gong-liu2, ZHANG Yu-tang3 (1. Harbin Institute of Technology, Harbin 150001, China; 2. Tianjin Navigation Instrument Institute, Tianjin 300131; 3. The Second Academy of China Aerospace, Beijing 100854, China);Sequential Estimation for SINS/GPS Integrated Navigation[J];Journal of Chinese Inertial Technology;2005-01
Chinese Journal Full-text Database 10 Hits
1 NIE Jian-liang①,QIN Yong②,LIU Hui③(①School of Geological and Surveying Engineering,Chang'an University,Xi'an 710054,China;②The Xiangfan Branch of Military Economic Academy of PLA,441118 China;③Henan Highway Engineering Supervision Consultation Limited Company,Zhengzhou 450052,China);The application of BP neural network based on UKF height fitting[J];Science of Surveying and Mapping;2007-06
2 GAO Wei-guang①②,DU Yan ②,WANG Nan②(① Institute of Surveying and Mapping,University of Information Engineering,Zhengzhou 450052,China;② 61081 Troops,Beijing,100094 China);Analysis of the influence of model errors on two chi-square statistical hypothesis test algorithms[J];Science of Surveying and Mapping;2009-01
3 LIN Xue-yuan,HE You Research Institute of Information,Naval Aeronautics Engineering Institute,Yantai 264001,China;Performance Analysis of Location with Three Geostationary Satellites and Fusion Method Combined with SINS[J];Acta Geodaetica et Cartographica Sinica;2008-02
4 LI Jie, CHENG Wang-zong(School of Information Science & Technology, Southwest Jiaotong University, Chengdu 610031, China);Background Subtraction Based on Compressive Sensing[J];Computer Knowledge and Technology;2010-02
5 ZHANG Rui (Southwest Jiaotong University,Chengdu 610031,China);A Primary Research on Compressed Sensing Based Image Compression[J];Computer Knowledge and Technology;2010-04
6 Zhao Yijiu Wang Houjun Dai Zhijian(School of Automation Engineering,University of Electronic Science and Technology of China,Chengdu 611731,China);Compressive sampling signal reconstruction in wavelet-domain based on hidden Markov tree model[J];Journal of Electronic Measurement and Instrument;2010-04
7 Rui Guosheng Wang Lin Tian Wenbiao(Naval Aeronautical and Astronautical University,Yantai 264001);Improved algorithm based basis pursuit for compressive sensing reconstruction[J];Electronic Measurement Technology;2010-04
8 LIAN Qiu-sheng,CHEN Shu-zhen(Institute of Information Science and Technology,Yanshan University,Qinhuangdao,Hebei 066004,China);Sparse Image Representation Using the Analytic Contourlet Transform and Its Application on Compressed Sensing[J];Acta Electronica Sinica;2010-06
9 PENG Sui-yang LU Da-wei ZHANG Jun HU Wei-dong SHEN Zhen-kang(ATR Laboratory,National University of Defense Technology,Changsha Hunan 410073,China);Method of scatter center extraction for random stepped frequency signal[J];Chinese Journal of Radio Science;2010-02
10 YE Zhi-shen~1 ZHANG Shao-jun~2 HUANG Ren-tai~3 (1.Power Distribution Company of Dalang Town,Dongguan 523808,China; 2.Wanli Corporation Limited,Dongguan 523808,China; 3.College of Computer,Dongguan University of Technology,Dongguan 523808,China);Compressed Sensing Theory and Its Reconstruction Algorithm[J];Journal of Dongguan University of Technology;2010-03
China Proceedings of conference Full-text Database 1 Hits
1 BAI Yu HUANG Zhigang LI Rui;Analyze of Algorithm Based on Estimating Navigation Satellite Measurement Noise[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 XU Jin-hua,XU Jiang-ning,ZHU Tao,BIAN Shao-feng (Department of Navigation Engineering,Naval University of Engineering,Wuhan 430033,Hubei,China);Reduced-order EKF Application in A Marine INS/GPS Navigation System[J];Acta Armamentarii;2006-04
2 JIAO Li-cheng,TAN Shan (National Key Lab for Radar Signal Processing and Institute of Intelligent Information Processing,Xidian University,Xi'an,Shaanxi 710071,China);Development and Prospect of Image Multiscale Geometric Analysis[J];Acta Electronica Sinica;2003-S1
3 GUO Sheng-quan, WEN Wu (Dept. of Automation Control Engineering, North China Institute of Technology, Taiyuan 030051, China);Federated Filter of INS/GPS Integrated Navigation[J];Journal of North China Institute of Technology;2004-04
4 LIN Xue-yuan SUN Xiao-shu ZHANG Li SUN Hai-zhen (1.Department of Electronic and Information Engineering, NAEI 2.Department of Scientific Research,NAEI,Yantai,Shandong,264001 3.The Education Bureau of Zhifu District of Yantai,Yantai,Shandong,264001);Modeling and Realization of GPS/DR Integrated System[J];Journal of Naval Aeronautical;2005-03
5 DAI Shao-wu ZHANG Yi-nong CUI Xue-zhong (1.Department of Control Engineering,NAEI 2.Graduate Students'Brigade of NAEI,Yantai,Shandong,264001);Application of Fuzzy Adaptive Algorithm in GPS/INS Integrated Navigation System[J];Journal of Naval Aeronautical;2005-03
6 LAI Ji-zhou, LIUJian-ye, CHEN Wu, LIN Xue-yuan, XIONG Zhi (Navigation Research Center in Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China);Visualization Simulation and Implement of Development Platform for INS/GNSS Integrated Navigation[J];Avionics Technology;2003-01
7 Zhou Hongren(Chinese Aeronautical Establishment);A "Current" Statistical Model and Adaptive Tracking Algorithm for Maneuvering Targets[J];Acta Aeronautica Et Astronautica Sinica;1983-01
8 Chen Jiabin,Yuan Xin (Dept. of Automatic Control, Nanjing University of Aeronautics and Astronautics, Nanjing,210016);RESEARCH ON THE DECORRELATED PSEUDO-RANGE APPROACH FOR USE IN THE TIGHTLY-COUPLED GPS/SINS INTEGRATION SYSTEM[J];Acta Aeronautica Et Astronautica Sinica;1995-06
9 Cao Juanjuan, Fang Jiancheng, Sheng Wei(School of Instrumentation Science and Opto-electronics Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);A Fast In-flight Alignment Method for MIMU Under Large Attitude Errors[J];Acta Aeronautica Et Astronautica Sinica;2007-06
10 Gong Xiaolin, Fang Jiancheng(School of Instrument Science and Opto-electronics Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Application of Model Predictive Filtering Method in POS for Airborne SAR Motion Compensation System[J];Acta Aeronautica Et Astronautica Sinica;2008-01
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