A Comparison of Detection Performance for Several Track-before-Detect Algorithms. (9th December 2007)
- Record Type:
- Journal Article
- Title:
- A Comparison of Detection Performance for Several Track-before-Detect Algorithms. (9th December 2007)
- Main Title:
- A Comparison of Detection Performance for Several Track-before-Detect Algorithms
- Authors:
- Davey Davey, Samuel J. Samuel J.
Rutten Rutten, Mark G. Mark G.
Cheung Cheung, Brian Brian - Other Names:
- Boers Boers Yvo Yvo Academic Editor.
- Abstract:
- Abstract : A typical sensor data processing sequence uses a detection algorithm prior to tracking to extract point measurements from the observed sensor data. Track before detect (TBD) is a paradigm which combines target detection and estimation by removing the detection algorithm and supplying the sensor data directly to the tracker. Various different approaches exist for tackling the TBD problem. This article compares the ability of several different approaches to detect low amplitude targets. The following algorithms are considered in this comparison: Bayesian estimation over a discrete grid, dynamic programming, particle filtering methods, and the histogram probabilistic multihypothesis tracker. Algorithms are compared on the basis of detection performance and computation resource requirements.
- Is Part Of:
- EURASIP journal on advances in signal processing. Volume 2008(2008)
- Journal:
- EURASIP journal on advances in signal processing
- Issue:
- Volume 2008(2008)
- Issue Display:
- Volume 2008, Issue 2008 (2008)
- Year:
- 2008
- Volume:
- 2008
- Issue:
- 2008
- Issue Sort Value:
- 2008-2008-2008-0000
- Page Start:
- Page End:
- Publication Date:
- 2007-12-09
- Subjects:
- Signal processing -- Periodicals
Traitement du signal
Signal processing
Periodicals
621.3822 - Journal URLs:
- https://asp-eurasipjournals.springeropen.com/ ↗
http://link.springer.com/ ↗
http://www.hindawi.com/journals/asp/ ↗ - DOI:
- 10.1155/2008/428036 ↗
- Languages:
- English
- ISSNs:
- 1687-6172
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 11246.xml