Abstract
Contour tracking for a single source emission is addressed in this paper. This problem is solved by estimating the contour boundary positions using a set of particle filters. The use of Sequential Monte Carlo techniques enables the tracking to performed when the measurements are noisy and the tracking results also includes the estimation uncertainly. The proposed technique is illustrated for a SCIPUFF generated single emission scenario and simulation experiments showed the successful tracking throughout the tracking period.
Translated title of the contribution | Contour tracking of contaminant clouds with Sequential Monte Carlo methods |
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Original language | English |
Title of host publication | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Pages | 1469 - 1472 |
Number of pages | 4 |
Volume | 1 |
ISBN (Print) | 1424414849 |
DOIs | |
Publication status | Published - Mar 2008 |
Event | 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing - Caesars Palace, Las Vegas, United States Duration: 30 Mar 2008 → 4 Apr 2008 |
Publication series
Name | |
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ISSN (Print) | 15206149 |
Conference
Conference | 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing |
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Abbreviated title | ICASSP '08 |
Country/Territory | United States |
City | Las Vegas |
Period | 30/03/08 → 4/04/08 |
Bibliographical note
Rose publication type: Conference contributionSponsorship: This work forms a part of the DIF-DTC project whose funding and support
is gratefully acknowledged.
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Keywords
- tracking
- distributed estimation