作者
Marios Raspopoulos, Christos Laoudias, Loizos Kanaris, Akis Kokkinis, Christos G Panayiotou, Stavros Stavrou
发表日期
2012/3/15
研讨会论文
2012 9th Workshop on Positioning, Navigation and Communication
页码范围
109-113
出版商
IEEE
简介
We study the use of 3D Ray Tracing (RT) to construct radiomaps for WLAN Received Signal Strength (RSS) fingerprint-based positioning, in conjunction with calibration techniques to make the overall process device-independent. RSS data collection might be a tedious and time-consuming process and also the measured radiomap accuracy and applicability is subject to potential changes in the wireless environment. Therefore, RT becomes a more attractive and efficient way to generate radiomaps. Moreover, traditional fingerprint-based methods lead to radiomaps which are restricted to the device used to generate the radiomap and fail to provide acceptable performance when different devices are considered. We address both challenges by exploiting 3D RT-generated radiomaps and using linear data transformation to match the characteristics of various devices. We evaluate the efficiency of this approach in …
引用总数
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M Raspopoulos, C Laoudias, L Kanaris, A Kokkinis… - 2012 9th Workshop on Positioning, Navigation and …, 2012