TY - CHAP U1 - Konferenzveröffentlichung A1 - Kümper, Daniel A1 - Tönjes, Ralf A1 - Pulvermüller, Elke T1 - An Infrastructure-based Interpolation and Propagation Approach for IoT Data Analytics T2 - Innovations in Clouds, Internet and Networks (ICIN), 2017 20th Conference on N2 - Interpolation of data in smart city architectures is an eminent task for the provision of reliable services. Furthermore, it is a key functionality for information validation between spatiotemporally related sensors. Nevertheless, many existing projects use a simplified geospatial model that does not take the infrastructure, which affects events and effects in the real world, into account. There are various available algorithms for interpolation and the calculation of routes on infrastructure based graphs and distances on geospatial data. This work proposes a combined approach by interconnecting detailed geospatial data whilst regarding the underlying infrastructure model. KW - Kriging KW - IoT KW - Smart Cities KW - OSM KW - Inverse Distance Weighting Y1 - 2017 U6 - https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-7789 UN - https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-7789 UR - https://ieeexplore.ieee.org/abstract/document/7899439/ SN - 2472-8144 SS - 2472-8144 SN - 978-1-5090-3672-1 SB - 978-1-5090-3672-1 VL - 2017 SP - 6 S1 - 6 PB - IEEE ER -