Rotating a MEMS inertial Measurement Unit for a foot-mounted Pedestrian Navigation
نویسندگان
چکیده
Pedestrian navigation especially indoors suffers from the unavailability of useful GNSS signals for positioning. Alternatively, a low-cost Inertial Measurement Unit (IMU) positioning system that does not depend on the GNSS signal can be used for indoor navigation. However its performance is still compromised because of the fastaccumulating heading drift error affecting such a low-cost IMU sensor. This results in a huge positioning error when navigating more than a few seconds using only the low-cost sensor. In this study, real field trials results are presented when a foot-mounted IMU is rotated on a single axis. Two promising results have been obtained. First, it mitigates the heading drift error significantly and second, it increases the observability of IMU z-axis gyro bias error. This has resulted in a greatly reduced error in position for the low-cost pedestrian navigation system.
منابع مشابه
Pedestrian Navigation Using Foot-Mounted Inertial Sensor and LIDAR
Foot-mounted inertial sensors can be used for indoor pedestrian navigation. In this paper, to improve the accuracy of pedestrian location, we propose a method using a distance sensor (LIDAR) in addition to an inertial measurement unit (IMU). The distance sensor is a time of flight range finder with 30 m measurement range (at 33.33 Hz). Using a distance sensor, walls on corridors are automatical...
متن کاملIntegrated GPS/INS System for Pedestrian Navigation in a Signal Degraded Environment
This paper evaluates the performance of a shoe/foot mounted inertial system for pedestrian navigation application. Two different grades of inertial sensors are used, namely a medium cost tactical grade Honeywell HG1700 inertial measurement unit (IMU) and a low-cost MEMS-based Crista IMU (Cloud Cap Technology). The inertial sensors are used in two different ways for computing the navigation solu...
متن کاملA Novel 3D Pedestrian Navigation Method for a Multiple Sensors-Based Foot-Mounted Inertial System
In this paper, we present a novel method for 3D pedestrian navigation of foot-mounted inertial systems by integrating a MEMS-IMU, barometer, and permanent magnet. Zero-velocity update (ZUPT) is a well-known algorithm to eliminate the accumulated error of foot-mounted inertial systems. However, the ZUPT stance phase detector using acceleration and angular rate is threshold-based, which may cause...
متن کاملPedestrian Indoor Navigation Using a Wireless Pocket-IMU and User-augmented Maps
In this paper we describe an infrastructureless indoor navigation system based on wireless inertial measurement units (IMUs). After a short calibration, only one IMU is required, that can be placed in the user’s pocket, in contrast to other approaches that require the constant use of a cumbersome foot-mounted IMU. The position accuracy of the system can be improved through map-matching, where t...
متن کاملIncorporation of a Foot-Mounted IMU for Multi-Sensor Pedestrian Navigation
This thesis deals with pedestrian localization by way of multi-sensor fusion. A special focus is made on the use of a foot-mounted inertial measurement unit (IMU) and its incorporation into other pedestrian navigation systems. Mounting to the foot location is preferred due to the anticipated dynamics of the foot during normal walking motion, but poses difficulty when fusing with other body-worn...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- JCS
دوره 10 شماره
صفحات -
تاریخ انتشار 2014