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Smart city article details
| Title | Ap Detector: Crowdsourcing-Based Approach For Self-Localization Of Wi-Fi Ftm Stations |
|---|---|
| ID_Doc | 9697 |
| Authors | Yu Y.; Shi W.; Chen R.; Chen L. |
| Year | 2022 |
| Published | International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 46, 3/W1-2022 |
| DOI | http://dx.doi.org/10.5194/isprs-archives-XLVI-3-W1-2022-249-2022 |
| Abstract | The acquisition of locations of Wi-Fi access points (APs) in urban buildings plays an important role in smart city applications, such as indoor navigation and social media data mining. This paper proposes a crowdsourcing-based approach for self-localization of Wi-Fi APs with the assistance of indoor pedestrian network (AP Detector). The features extracted from local opportunity signals are adopted for floor identification, and the crowdsourced indoor trajectories are segmented and matched with extracted indoor pedestrian network for the further trajectory calibration. In addition, the iteration unscented Kalman filter is applied for the location and bias estimation of local Wi-Fi FTM stations using the constructed Wi-Fi ranging model. The experimental results indicate that the proposed AP Detector can realize accurate location estimation of Wi-Fi APs, which also provides an effective way for autonomous construction of indoor navigation database and hybrid localization. © 2022 Copernicus. All rights reserved. |
| Author Keywords | bias estimation; floor identification; indoor pedestrian network; iteration unscented Kalman filter; Self-localization; Wi-Fi APs |
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