期刊文献+

水下石油管道漏油检测定位的粒子滤波SLAM算法 被引量:6

Particle filter SLAM algorithm for underwater oil pipeline leakage detection and positioning
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摘要 针对海底石油管道漏油位置检测定位这一问题,提出了捷联惯性导航系统与同时构图定位算法相组合的水下导航定位方法。利用声纳传感器采集石油管道的特征位置信息,在同时构图定位算法的作用下构建管道地图并获得高精度定位信息。然后利用粒子滤波算法将上述获得的定位信息与捷联惯性导航系统相结合,以补偿其位置误差积累。仿真实验结果显示所述组合方法的定位精度较高,达到总航程的0.1%。 In view of the problem of oil pipe leakage detection positioning under the sea, an integrated navigation positioning method was put forward, which combined the strap-down inertial navigation system (SINS) with the simultaneous localization and mapping(SLAM) algorithm. The feature position information of oil pipeline was collected by sonar sensor, and under the action of SLAM algorithm, the pipeline map was built and high precision positioning information was obtained. Then the position error accumulation was compensated by using the particle filter algorithm to combine the obtained location information with SINS. The simulation experiment results show that the positioning precision is increased to about 0.1% of the total voyage.
出处 《中国惯性技术学报》 EI CSCD 北大核心 2013年第2期204-208,共5页 Journal of Chinese Inertial Technology
基金 国家自然科学基金资助项目(60904087) 黑龙江省博士后科研启动基金资助项目(LBH-Q09127)
关键词 水下导航定位 同时定位与构图 地图特征 粒子滤波 underwater navigation and positioning simultaneous localization and mapping map features particle filter
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参考文献11

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二级参考文献30

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