Human navigation and mapping with a 6DOF IMU and a laser scanner
نویسندگان
چکیده
This article focuses on human navigation, by proposing a system for mapping and selflocalization based on wearable sensors, i.e., a laser scanner and a 6 Degree of Freedom Inertial Measurement Unit (6DOF IMU) fixed on a helmet worn by the user. The sensor data are fed to a Simultaneous Localization And Mapping (SLAM) algorithm based on particle filtering, an approach commonly used for mapping and self-localization in mobile robotics. Given the specific scenario considered, some operational hypotheses are introduced in order to reduce the effect of a well–known problem in IMU–based localization, i.e., position drift. Experimental results show that the proposed solution leads to improvements in the quality of the generated map with respect to existing approaches.
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ورودعنوان ژورنال:
- Robotics and Autonomous Systems
دوره 59 شماره
صفحات -
تاریخ انتشار 2011