Integrated PDR/GNSS at Different Times for Pedestrian Localization in Urban Canyon
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3055485
Abstract: Smartphone-based pedestrian localization is still a challenge in deep urban canyons, where GNSS signals suffer from the degrading of signal transmission, multipath effects, and NLOS reception. This paper presents a comprehensive pedestrian localization scheme based… read more here.
Keywords: different times; urban canyon; pdr gnss; pedestrian localization ... See more keywords
A Survey of Machine Learning in Pedestrian Localization Systems: Applications, Open Issues and Challenges
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DOI: 10.1109/access.2021.3108073
Abstract: With the popularization of machine learning (ML) techniques and the increased chipset’s performance, the application of ML to pedestrian localization systems has received significant attention in the last years. Several survey papers have attempted to… read more here.
Keywords: performance; localization systems; open issues; pedestrian localization ... See more keywords
Contact Information-Based Indoor Pedestrian Localization Using Bluetooth Low Energy Beacons
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DOI: 10.1109/access.2022.3222301
Abstract: Indoor localization technologies are actively investigated to realize location-based applications in various environments, and indoor localization methods based on whether the received signal strength indicator (RSSI) is less than a threshold have been proposed previously.… read more here.
Keywords: localization; indoor pedestrian; using bluetooth; pedestrian localization ... See more keywords
VariFi: Variational Inference for Indoor Pedestrian Localization and Tracking Using IMU and WiFi RSS
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3232740
Abstract: Accurate indoor pedestrian localization and tracking are crucial in many practical applications. One efficient yet low-cost sensing scheme is the integration of inertial measurement unit and WiFi received signal strength (RSS) due to the popularity… read more here.
Keywords: localization; indoor pedestrian; pedestrian localization; rss ... See more keywords