Accuracy-aware wireless indoor localization: Feasibility and applications. (February 2016)
- Record Type:
- Journal Article
- Title:
- Accuracy-aware wireless indoor localization: Feasibility and applications. (February 2016)
- Main Title:
- Accuracy-aware wireless indoor localization: Feasibility and applications
- Authors:
- Luo, Chengwen
Hong, Hande
Cheng, Long
Chan, Mun Choon
Li, Jianqiang
Ming, Zhong - Abstract:
- Abstract: Fingerprint-based indoor localization has attracted extensive research efforts due to its potential for deployment without extensive infrastructure support. However, the accuracies of these different systems vary and it is difficult to compare and evaluate these systems systematically. In this work, we propose a Gaussian process based approach that takes the radio map and the localization algorithm as an input, and outputs the expected accuracy of the localization system. With an efficient error estimation algorithm, many applications such as landmark detection, localization algorithm selection and access point subset selection can be performed. Our evaluations show that our approach provides sufficient accuracy and can serve as a useful tool for system evaluation and performance tuning when developing fingerprint-based indoor localization systems.
- Is Part Of:
- Journal of network and computer applications. Volume 62(2016)
- Journal:
- Journal of network and computer applications
- Issue:
- Volume 62(2016)
- Issue Display:
- Volume 62, Issue 2016 (2016)
- Year:
- 2016
- Volume:
- 62
- Issue:
- 2016
- Issue Sort Value:
- 2016-0062-2016-0000
- Page Start:
- 128
- Page End:
- 136
- Publication Date:
- 2016-02
- Subjects:
- Accuracy awareness -- Indoor localization -- Gaussian process
Microcomputers -- Periodicals
Computer networks -- Periodicals
Application software -- Periodicals
Micro-ordinateurs -- Périodiques
Réseaux d'ordinateurs -- Périodiques
Logiciels d'application -- Périodiques
Application software
Computer networks
Microcomputers
Periodicals
004.05
004 - Journal URLs:
- http://www.sciencedirect.com/science/journal/10848045 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.jnca.2015.12.008 ↗
- Languages:
- English
- ISSNs:
- 1084-8045
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5021.410600
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1882.xml