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One major bottleneck in the practical implementation of received signal strength (RSS) based indoor localization systems is the extensive deployment load required to construct radio maps through fingerprinting. Several works aimed to employ radio propagation models as alternative to fingerprinting but the different sources of inaccuracies in the generation of these models result in high localization...
Constructing radio maps for indoor environments using either measurements or signal propagation models suffers from extensive work loads and/or significant radio map inaccuracies. In this paper, we propose a Wi-Fi radio map generation and update solution in indoor environments using a propagation modeling simulator, a limited number of labeled calibration fingerprints and many crowdsourced unlabeled...
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