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Abstract
The zero velocity update (ZUPT) offers an effective correction method for sensor drift in indoor positioning systems using foot-mounted inertial measurement units (IMUs). However, the heading drift is still a problem in positioning systems using IMUs. This paper develops methods for positioning using two foot-mounted IMUs to solve this problem. The proposed method is based on the use of a time-varying distance constraint and a spacing-vector constraint. Our methods are experimentally compared against other distance-constraint-based methods using a dataset that we collected for this purpose. The results show that our method has better control of the separation between the trajectories of the feet.
Original language | English |
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Number of pages | 11 |
Journal | IEEE Transactions on Instrumentation and Measurement |
Volume | 73 |
DOIs | |
Publication status | Published - 2024 |
MoE publication type | A1 Journal article-refereed |
Keywords
- distance constraint
- dual IMUs
- foot mounted
- indoor positioning
- spacing-vector constraint
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Dive into the research topics of 'Spacing Vector and Varying Distance Constrained Positioning Using Dual Feet-Mounted IMUs'. Together they form a unique fingerprint.Projects
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QuantLearn: Optisesti linkitetty monipuolinen laskentaekosysteemi kvanttikoneoppimista varten
Särkkä, S. (Principal investigator), Galvis, C. (Project Member), Corenflos, A. (Project Member), Merkatas, C. (Project Member), Farooq, A. (Project Member), Hassan, S. S. (Project Member), Ma, X. (Project Member), Kumar, K. (Project Member) & Iqbal, S. (Project Member)
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding