[HTML][HTML] 基于智能手机的室内定位技术的发展现状和挑战

陈锐志, 陈亮 - 2017 - html.rhhz.net
室内定位是未来人工智能的核心技术之一, 对即将到来的人工智能时代起着举足轻重的作用.
开发有效的室内定位新技术是工业界和学术界的研究热点, 如谷歌研发的室内视觉定位服务技术 …

Low-cost indoor wireless fingerprint location database construction methods: A review

W Liu, Y Zhang, Z Deng, H Zhou - IEEE Access, 2023 - ieeexplore.ieee.org
The fingerprint positioning has achieved remarkable results in indoor localization tasks, but
the method usually relies on a large amount of fingerprint data to build a fingerprint …

An online radio map update scheme for WiFi fingerprint-based localization

B Huang, Z Xu, B Jia, G Mao - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
Fingerprint-based localization relies on an accurate and up-to-date radio map, which is
however cumbersome to obtain. In this paper, a novel scheme is proposed to online adapt …

A novel walking detection and step counting algorithm using unconstrained smartphones

X Kang, B Huang, G Qi - Sensors, 2018 - mdpi.com
Recently, with the development of artificial intelligence technologies and the popularity of
mobile devices, walking detection and step counting have gained much attention since they …

Multi-phase fingerprint map based on interpolation for indoor localization using iBeacons

J Zuo, S Liu, H Xia, Y Qiao - IEEE sensors journal, 2018 - ieeexplore.ieee.org
It has traditionally been laborious and problematic to construct and maintain fingerprint
maps for indoor positioning. In this paper, a multi-phase fingerprint map indoor localization …

Pedestrian flow estimation through passive WiFi sensing

B Huang, G Mao, Y Qin, Y Wei - IEEE Transactions on Mobile …, 2019 - ieeexplore.ieee.org
In public places, even if pedestrians do not have their mobile devices connected with any
WiFi access point (AP), WiFi probe requests will be broadcast, so that WiFi sniffers can be …

A theoretical analysis on sampling size in WiFi fingerprint-based localization

B Huang, R Yang, B Jia, W Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper deals with a key problem in WiFi fingerprint-based localization, namely how to
sample a sufficient number of received signal strength (RSS) measurements during an …

Smartphone-based indoor positioning technologies

R Chen, L Chen - Urban informatics, 2021 - Springer
Abstract Global Navigation Satellite Systems (GNSS) have achieved great success in
providing localization information in outdoor open areas. However, due to the weakness of …

Selecting critical WiFi APs for indoor localization based on a theoretical error analysis

B Jia, B Huang, H Gao, W Li, L Hao - IEEE access, 2019 - ieeexplore.ieee.org
The radio map built during the offline phase of any WiFi fingerprint-based localization
system usually scales with the number of WiFi access points (APs) that can be detected at a …

A multi-floor location method based on multi-sensor and WiFi fingerprint fusion

Z Hao, J Dang, W Cai, Y Duan - IEEE Access, 2020 - ieeexplore.ieee.org
Aiming at the problems of high time overhead, low positioning accuracy, and inability to
meet the requirements of indoor positioning applications in WiFi and Pedestrian Dead …