A novel approach for dynamic vertical indoor mapping through crowd-sourced smartphone sensor data

作者: Georgios Pipelidis , Omid Reza Moslehi Rad , Dorota Iwaszczuk , Christian Prehofer , Urs Hugentobler

DOI: 10.1109/IPIN.2017.8115902

关键词:

摘要: In this paper we present our developed and evaluated method for the dynamic mapping of vertical characteristics inside a building. For achieving that, extract data from smart-phone sensors use those altitude estimation via barometric formula. We introduce novel approach extraction reference pressure during outdoor-to-indoor-transition user building, which is identified through sensor fusion. A combination machine learning techniques used identification number floors unsupervised classification each floor. As far as know, first system able building autonomously. Finally, enhancements on CityGML model are made characteristic by following its given standards.

参考文章(17)
Joon-Seok Kim, Sung-Jae Yoo, Ki-Joune Li, Integrating IndoorGML and CityGML for Indoor Space web and wireless geographical information systems. pp. 184- 196 ,(2014) , 10.1007/978-3-642-55334-9_12
Adel Thaljaoui, Thierry Val, Nejah Nasri, Damien Brulin, BLE localization using RSSI measurements and iRingLA 2015 IEEE International Conference on Industrial Technology (ICIT). pp. 2178- 2183 ,(2015) , 10.1109/ICIT.2015.7125418
Thomas H. Kolbe, Gerhard Gröger, Lutz Plümer, CityGML: Interoperable Access to 3D City Models Proceedings of the International Symposium on Geo-information for Disaster Management (Gi4DM) on 21.-23. March 2005 in Delft. pp. 883- 899 ,(2005) , 10.1007/3-540-27468-5_63
DAVID J. KETCHEN Jr., CHRISTOPHER L. SHOOK, THE APPLICATION OF CLUSTER ANALYSIS IN STRATEGIC MANAGEMENT RESEARCH: AN ANALYSIS AND CRITIQUE Strategic Management Journal. ,vol. 17, pp. 441- 458 ,(1996) , 10.1002/(SICI)1097-0266(199606)17:6<441::AID-SMJ819>3.0.CO;2-G
Guangwen Liu, Masayuki Iwai, Yoshito Tobe, Dunstan Matekenya, Khan Muhammad Asif Hossain, Masaki Ito, Kaoru Sezaki, Beyond horizontal location context: measuring elevation using smartphone's barometer ubiquitous computing. pp. 459- 468 ,(2014) , 10.1145/2638728.2641670
Moustafa Alzantot, Moustafa Youssef, UPTIME: Ubiquitous pedestrian tracking using mobile phones wireless communications and networking conference. pp. 3204- 3209 ,(2012) , 10.1109/WCNC.2012.6214359
Matteo Cypriani, Frederic Lassabe, Philippe Canalda, Francois Spies, Wi-Fi-based indoor positioning: Basic techniques, hybrid algorithms and open software platform international conference on indoor positioning and indoor navigation. pp. 1- 10 ,(2010) , 10.1109/IPIN.2010.5648232
Christian Bollmeyer, Tim Esemann, Hartmut Gehring, Horst Hellbruck, Precise indoor altitude estimation based on differential barometric sensing for wireless medical applications wearable and implantable body sensor networks. pp. 1- 6 ,(2013) , 10.1109/BSN.2013.6575485
Binghao Li, Bruce Harvey, Thomas Gallagher, Using barometers to determine the height for indoor positioning international conference on indoor positioning and indoor navigation. pp. 1- 7 ,(2013) , 10.1109/IPIN.2013.6817923
Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard, Mapping indoor environments based on human activity international conference on robotics and automation. pp. 476- 481 ,(2010) , 10.1109/ROBOT.2010.5509976