A regularization framework for fingerprint-based reconstruction of mobile trajectories. Issue 3 (3rd May 2016)
- Record Type:
- Journal Article
- Title:
- A regularization framework for fingerprint-based reconstruction of mobile trajectories. Issue 3 (3rd May 2016)
- Main Title:
- A regularization framework for fingerprint-based reconstruction of mobile trajectories
- Authors:
- Tran, Duc A.
Zhang, Ting
Gong, Siyuan - Abstract:
- Abstract : In many systems, due to the lack of an adequate positioning capability or the need for energy saving, it is infeasible to track the location of a mobile device as it is moving. Its trajectory, however, may be reconstructed from the real-time fingerprint data that are obtained by the sensors built in the device. For this purpose, we investigate a regularization framework aimed to maximize the localization accuracy by taking into account the spatiotemporal properties regarding the fingerprint space in relation to the location space. The viability of this framework is demonstrated in an evaluation using real-world datasets, which shows its potential to outperform conventional approaches to location fingerprinting.
- Is Part Of:
- International journal of parallel, emergent and distributed systems. Volume 31:Issue 3(2016)
- Journal:
- International journal of parallel, emergent and distributed systems
- Issue:
- Volume 31:Issue 3(2016)
- Issue Display:
- Volume 31, Issue 3 (2016)
- Year:
- 2016
- Volume:
- 31
- Issue:
- 3
- Issue Sort Value:
- 2016-0031-0003-0000
- Page Start:
- 268
- Page End:
- 279
- Publication Date:
- 2016-05-03
- Subjects:
- Location fingerprint -- localization -- tracking -- mobile computing
Parallel computers -- Periodicals
Electronic data processing -- Distributed processing -- Periodicals
Computer algorithms -- Periodicals
004.35 - Journal URLs:
- http://www.tandfonline.com/toc/gpaa20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/17445760.2015.1085036 ↗
- Languages:
- English
- ISSNs:
- 1744-5760
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.441300
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 2188.xml