Journal article
Informative Path Planning for Location Fingerprint Collection
Abstract
Fingerprint-based indoor localization methods are promising due to the high availability of deployed access points and compatibility with commercial off-the-shelf user devices. However, to train regression models for localization, an extensive site survey is required, which collects fingerprint data from the target areas. In this paper, we consider the problem of informative path planning (IPP) to find the optimal walk for a site survey subject …
Authors
Wei Y; Frincu C; Zheng R
Journal
IEEE Transactions on Network Science and Engineering, Vol. 7, No. 3, pp. 1633–1644
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/tnse.2019.2943816
ISSN
2327-4697