New Application of Federated Filter in INS/GPS/DVL Integrated Navigation System for AUV
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摘要: 针对自主水下航行器( AUV ) 受水下环境的局限难以提高导航性能的问题, 提出了一种融合多传感器信息的INS /GPS /DVL组合导航方案, 利用分散化滤波中的联邦Kalman滤波来实现AUV组合导航方案, 通过动态信息分配系数优化了各子系统的导航信息, 增强了AUV的导航性能。仿真结果表明, 该方案充分提取了导航传感器的信息, 有效地提高了AUV的导航精度和水下定位能力。Abstract: Aiming at the problem that autonomous underwater vehicle(AUV) navigation system can not fulfill the requirement of high precision for navigation and location because of the limitation of underwater environment, an inertial navigation system/global position system/Doppler velocity log (INS /GPS /DVL) integrated navigation system fusing multi-sensor information is proposed. In this integrated system, the federated Kalman filter is adopted, and each navigation subsystem is optimized through dynamic information sharing coefficient to improve the performance of the integrated navigation system. Simulation results show that the present system can sufficiently extract the information of the navigation sensors, and effectively improve AUV navigation system’s precision and underwater localization ability.
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[1] 李俊, 徐德民, 宋保维, 等. 自主式水下潜器导航技术发展现状与展望[J].中国造船, 2004, 45(3) : 70-77. Li jun, Xun De-min, Song Bao-wei, et al. Development and Prospect of AUV Navigation Technology [J] Shipbuilding of China, 2004, 45(3): 70-77. [2] Calson N A. Federated square root filter for decentralized parallel pro cesses [J] . IEEE Transactions on AES, 1990, AES26(3) : 517-527. [3] Calson N A, Berarducci Michael P. Federated Kalman filter simulation results[J]. Navigation, 1994, 41 (3): 297-321. [4] 蔡洪, 张士峰, 张金槐. Bayes试验分析与评估[M] . 长沙: 国防科技大学出版社, 2004: 13-111. [5] 袁信, 俞济祥, 陈哲. 导航系统[M]. 北京: 国防工业出版社, 1993: 180-181. [6] 顾启泰, 王颂. 联邦滤波器的最优性[J]. 清华大学学报(自然科学版), 2003, 43(11): 1460-1463. Gu Qi-tai, Wang Song. Optimized Federated Filter [J]. Journal of Tsinghua University (Science and Technology), 2003, 43(11): 1460-1463. [7] 王其, 徐晓苏. 多传感器信息融合技术在水下组合导航系统中的应用[J]. 中国惯性技术学报, 2007,15(6): 667-672. Wang Qi, Xu Xiao-su. Application of Multi-sensor Information Fusion to Underwater Integrated Navigation System [J]. 2007, 15(6) : 667-672.
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