JOURNAL ARTICLE

Data Fusion of Dual Foot-Mounted IMU for Pedestrian Navigation

Xiaoji NiuYu LiJian KuangPeng Zhang

Year: 2019 Journal:   IEEE Sensors Journal Vol: 19 (12)Pages: 4577-4584   Publisher: IEEE Sensors Council

Abstract

Foot-mounted inertial navigation systems are suitable as the core pedestrian navigation system in GNSS denied environment for some applications (e.g., soldier and first responder positioning). However, to date the exiting zero velocity update-based algorithm still possesses some drawbacks including systematic heading drift. A beneficial strategy is to fuse the information of two foot-mounted systems to achieve more robust and reliable performance. In this paper, a novel equality constraint method based on pedestrian footstep mode is proposed to fuse the information of two systems in the absence of any additional ranging equipment. Real field experiments demonstrate that the proposed algorithm improves the performances of both two systems.

Keywords:
Fuse (electrical) Inertial measurement unit Heading (navigation) GNSS applications Computer science Inertial navigation system Dead reckoning Artificial intelligence Computer vision Sensor fusion Ranging Pedestrian Real-time computing Engineering Global Positioning System Inertial frame of reference Aerospace engineering Telecommunications Electrical engineering

Metrics

80
Cited By
4.67
FWCI (Field Weighted Citation Impact)
34
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Indoor and Outdoor Localization Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Inertial Sensor and Navigation
Physical Sciences →  Engineering →  Aerospace Engineering
Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence

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