articleSep 5, 2012Closed access
A reliable and accurate indoor localization method using phone inertial sensors
Microsoft Research Asia (China)
Indexed incrossref
Abstract
This paper addresses reliable and accurate indoor localization using inertial sensors commonly found on commodity smartphones. We believe indoor positioning is an important primitive that can enable many ubiquitous computing applications. To tackle the challenges of drifting in estimation, sensitivity to phone position, as well as variability in user walking profiles, we have developed algorithms for reliable detection of steps and heading directions, and accurate estimation and personalization of step length. We've built an end-to-end localization system integrating these modules and an indoor floor map, without the need for infrastructure assistance. We demonstrated for the first time a meter-level indoor…
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Authors
6Topics & keywords
Topics
Keywords
- Inertial measurement unit
- Computer science
- Phone
- Real-time computing
- Hybrid positioning system
- Heading (navigation)
- Indoor positioning system
- Personalization
UN Sustainable Development Goals
- Industry, innovation and infrastructure
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