WiFi/PDR-integrated indoor localization using unconstrained smartphones
Abstract In this paper, we propose a WiFi/pedestrian dead reckoning (PDR)-integrated localization approach based on unscented Kalman filters (UKF). The UKF integrating WiFi localization with PDR is used for ultimate location estimation. Instead of setting process and measurement noise-related parame...
Main Authors: | Jianguo Yu, Zhenyu Na, Xin Liu, Zhian Deng |
---|---|
Format: | Article |
Language: | English |
Published: |
SpringerOpen
2019-02-01
|
Series: | EURASIP Journal on Wireless Communications and Networking |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13638-019-1365-9 |
Similar Items
-
An integrity monitoring algorithm for WiFi/PDR/smartphone-integrated indoor positioning system based on unscented Kalman filter
by: Haiyun Yao, et al.
Published: (2020-12-01) -
On the Reliable Localization of WiFi Access Points
by: Jushang Shen, et al.
Published: (2019-01-01) -
Indoor Positioning Tightly Coupled Wi-Fi FTM Ranging and PDR Based on the Extended Kalman Filter for Smartphones
by: Meng Sun, et al.
Published: (2020-01-01) -
Integrated WiFi/PDR/Smartphone Using an Unscented Kalman Filter Algorithm for 3D Indoor Localization
by: Guoliang Chen, et al.
Published: (2015-09-01) -
Extended Kalman Filter for Real Time Indoor Localization by Fusing WiFi and Smartphone Inertial Sensors
by: Zhi-An Deng, et al.
Published: (2015-04-01)