Decentralized detection and monitoring of convoy patterns. Issue 5 (3rd May 2016)
- Record Type:
- Journal Article
- Title:
- Decentralized detection and monitoring of convoy patterns. Issue 5 (3rd May 2016)
- Main Title:
- Decentralized detection and monitoring of convoy patterns
- Authors:
- Yeoman, Jeremy
Duckham, Matt - Abstract:
- ABSTRACT: This article describes research into the design and analysis of decentralized algorithms for computing convoy patterns (a density-based movement pattern amongst moving point objects, previously formalized and computed in a centralized manner). A series of decentralized algorithms are presented and discussed (naïve, tree-based, and further devolved reactive approaches) for mobile geosensor nodes to share the necessary information to enable in-network detection and monitoring of convoys; these approaches require neither centralized control nor quantitative positioning. Empirical evaluation of algorithm characteristics and performance (via simulation experiments with synthetic and real movement data) demonstrate algorithm efficiency and effectiveness (with various strategies to structure information flow and devolve decision-making considerably improving communication efficiency).
- Is Part Of:
- International journal of geographical information science. Volume 30:Issue 5(2016)
- Journal:
- International journal of geographical information science
- Issue:
- Volume 30:Issue 5(2016)
- Issue Display:
- Volume 30, Issue 5 (2016)
- Year:
- 2016
- Volume:
- 30
- Issue:
- 5
- Issue Sort Value:
- 2016-0030-0005-0000
- Page Start:
- 993
- Page End:
- 1011
- Publication Date:
- 2016-05-03
- Subjects:
- Decentralized spatial computing -- movement patterns -- movement data -- convoys -- flocks
Geography -- Data processing -- Periodicals
Information storage and retrieval systems -- Periodicals
Géomatique -- Périodiques
Systèmes d'information -- Périodiques
910.285 - Journal URLs:
- http://www.tandfonline.com/loi/tgis20 ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/13658816.2015.1098651 ↗
- Languages:
- English
- ISSNs:
- 1365-8816
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.266150
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 813.xml