Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/155316
Title: An indoor localization and tracking system using successive weighted RSS projection
Authors: Wen, Kai
Seow, Chee Kiat
Tan, Soon Yim
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2020
Source: Wen, K., Seow, C. K. & Tan, S. Y. (2020). An indoor localization and tracking system using successive weighted RSS projection. IEEE Antennas and Wireless Propagation Letters, 19(9), 1620-1624. https://dx.doi.org/10.1109/LAWP.2020.3011993
Journal: IEEE Antennas and Wireless Propagation Letters 
Abstract: This letter proposes a novel successive weighted received signal strength (RSS) indoor localization and tracking system that projects previous time instance estimated mobile device (MD) position to provide projected RSS values. Such RSS projection increases the number of available RSS from Nm to Nm + NAP, where NAP is the total number of access points and Nm is the number of RSS values measured by MD, ranging from 0 to NAP. Our proposed system thus resolves the issues associated with insufficient or no RSS values received by MD. Inertial navigation system (INS) is merged with RSS localization system to provide a weighted fusion of projected and measured RSS values. The weighting factors are derived based on the INS and RSS localization accuracy where the former is initially accurate but deteriorates with time and the latter is time-independent but environment-dependent. The proposed system was tested in indoor environments and outperformed other existing localization systems such as RSS and INS fusion using extended Kalman filter and non-line-of-sight (NLOS) selection scheme, especially in heavy multipath environment, by 42% and 75%, respectively.
URI: https://hdl.handle.net/10356/155316
ISSN: 1536-1225
DOI: 10.1109/LAWP.2020.3011993
Rights: © 2020 IEEE. All rights reserved.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:EEE Journal Articles

Page view(s)

13
Updated on May 19, 2022

Google ScholarTM

Check

Altmetric


Plumx

Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.