{"publication":"24th European Signal Processing Conference (EUSIPCO 2016)","type":"conference","date_updated":"2023-10-26T08:11:52Z","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2016/SchHaeb16.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"date_created":"2019-07-12T05:30:14Z","citation":{"mla":"Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Investigations into Bluetooth Low Energy Localization Precision Limits.” <i>24th European Signal Processing Conference (EUSIPCO 2016)</i>, 2016.","ama":"Schmalenstroeer J, Haeb-Umbach R. Investigations into Bluetooth Low Energy Localization Precision Limits. In: <i>24th European Signal Processing Conference (EUSIPCO 2016)</i>. ; 2016.","ieee":"J. Schmalenstroeer and R. Haeb-Umbach, “Investigations into Bluetooth Low Energy Localization Precision Limits,” 2016.","apa":"Schmalenstroeer, J., &#38; Haeb-Umbach, R. (2016). Investigations into Bluetooth Low Energy Localization Precision Limits. <i>24th European Signal Processing Conference (EUSIPCO 2016)</i>.","bibtex":"@inproceedings{Schmalenstroeer_Haeb-Umbach_2016, title={Investigations into Bluetooth Low Energy Localization Precision Limits}, booktitle={24th European Signal Processing Conference (EUSIPCO 2016)}, author={Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2016} }","chicago":"Schmalenstroeer, Joerg, and Reinhold Haeb-Umbach. “Investigations into Bluetooth Low Energy Localization Precision Limits.” In <i>24th European Signal Processing Conference (EUSIPCO 2016)</i>, 2016.","short":"J. Schmalenstroeer, R. Haeb-Umbach, in: 24th European Signal Processing Conference (EUSIPCO 2016), 2016."},"related_material":{"link":[{"description":"Poster","url":"https://groups.uni-paderborn.de/nt/pubs/2016/SchHaeb16_Poster.pdf","relation":"supplementary_material"}]},"user_id":"460","department":[{"_id":"54"}],"_id":"11890","title":"Investigations into Bluetooth Low Energy Localization Precision Limits","oa":"1","abstract":[{"lang":"eng","text":"In this paper we study the influence of directional radio patterns of Bluetooth low energy (BLE) beacons on smartphone localization accuracy and beacon network planning. A two-dimensional model of the power emission characteristic is derived from measurements of the radiation pattern of BLE beacons carried out in an RF chamber. The Cramer-Rao lower bound (CRLB) for position estimation is then derived for this directional power emission model. With this lower bound on the RMS positioning error the coverage of different beacon network configurations can be evaluated. For near-optimal network planing an evolutionary optimization algorithm for finding the best beacon placement is presented."}],"author":[{"last_name":"Schmalenstroeer","id":"460","full_name":"Schmalenstroeer, Joerg","first_name":"Joerg"},{"first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold"}],"quality_controlled":"1","year":"2016","status":"public"}