Foot-mounted inertial navigation made easy€¦ · Foot-mounted inertial navigation made easy...
Transcript of Foot-mounted inertial navigation made easy€¦ · Foot-mounted inertial navigation made easy...
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Foot-mounted inertial navigation made easy
John-Olof Nilsson, Amit K Gupta, Peter Händel KTH Royal Institute of Technology
IPIN 2014-10-28
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Made easy in the sense …
• We have built a module that modularizes the foot-mounted inertial navigation technology
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Why is it important?
• Key engineering principle for large/complex systems • Greatly reduces communication requirements/enables
higher sampling rates
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• Open source • Good performance • Low cost
Bonus
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Outline
• The modules - Modularize how … - The implementation - Tracking results
• Supporting/supported research • Final remarks
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The modularization problem
• Typical implementation - Measurements from foot-mounted IMU to application platform - Processing on application platform
• Required for fusion but exposes system complexity and requires high rate communication
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Stepwise dead reckoning
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The modularization
Step-wise aided inertial navigation
Dead reckoning
Low rate dead reckoning updates
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Supporting hardware and software
• Key features
- Multiple single-chip IMUs - Floating point uC - Wireless link (Bluetooth) - Low form-factor - Open
• Software
- C (no OS) - Framework + algorithms
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Performance results
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Supporting/supported research
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Calibration (supporting)
J.-O. Nilsson, I. Skog, and P. Händel, “Aligning the forces – Eliminating the misalignments in IMU arrays,” IEEE Trans. Instrum. Meas., vol. 63, no. 10, pp. 2498–2500, 2014.
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Massive-MIMU (supporting)
I. Skog, J.-O. Nilsson, and P. Händel, “An open-source multi inertial measurement unit (MIMU) platform,” in ISISS2014, Laguna Beach, CA, USA, 25-26 Feb. 2014.
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Tactical locator – TOR (supported) Implementation Setup
J.-O. Nilsson, C. Schüldt, and P. Händel, “Voice radio communication, 3D audio and the tactical use of pedestrian localization,” in IPIN2013, Montbéliard - Belfort, France, 28-31 Oct. 2013. J.-O. Nilsson, D. Zachariah, I. Skog, and P. Händel, “Cooperative localization by dual foot-mounted inertial sensors and inter-agent ranging,” EURASIP J. Adv. Sig. Pr., vol. 2013:164, 2013.
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Some field experiments
• Search operation in smokefilled built-up environment
• 15min
• Fully equipped smokedivers
• Walking first part
• Crawling second part
Screen capture (5x)
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Final remarks
• All resources at www.openshoe.org (calibration and massive-MIMU platform as well)
• Possible to buy modules (www.gt-silicon.com)
• Demo tomorrow