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Apache: Big Data Europe 2016
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Monday, November 14 • 13:00 - 13:50
Geospatial Track: Crowd Learning for Indoor Navigation - Thomas Burgess, indoo.rs GmbH

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indoo.rs enables location based services for indoor applications. With indoo.rs, developers can add new features to their products, including having locations trigger events, track assets, showing closest routes to other places. For this, we use WiFi/beacon radio infrastructure, mobile devices and our cloud which produce lots of geospatial time series data. The real-time indoor navigation fuses independent movement from custom 9D sensor fusion and position estimates obtained by comparing current signal readings to a reference map. This talk will discuss how we create and maintain these maps in our big data machine learning system which leverages crowd data through Kafka and Spark to run SLAM and context aware algorithms to create high quality trajectories. In addition to use in reference maps, these trajectories provide an additional input for our interactive analytics.

Speakers
avatar for Thomas Burgess

Thomas Burgess

Director of research, indoo.rs GmbH
Thomas is the CRO of indoo.rs and leads its research efforts since 2012. Earlier, he did his PhD in particle physics at Stockholm University for the AMANDA/IceCube neutrino telescopes, and worked as a postdoctoral researcher at University of Bergen for the ATLAS experiment at the LHC. At indoors he does modeling, statistics, data science, machine learning, and new algorithms for mobile indoor navigation. He has given numerous public talks for... Read More →


Monday November 14, 2016 13:00 - 13:50
Carmona

Attendees (9)