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Contour tracking of contaminant clouds with sequential Monte Carlo methods

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateMar 2008
Pages1469 - 1472
Number of pages4
Volume1
ISBN (Print)1424414849
DOIs
StatePublished

Publication series

Name
ISSN (Print)15206149

Conference

ConferenceInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP)
CountryUnited States
CityLas Vegas
Period1/03/08 → …

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.

Additional information

Rose publication type: Conference contribution Sponsorship: This work forms a part of the DIF-DTC project whose funding and support is gratefully acknowledged. Terms of use: Copyright © 2008 IEEE. Reprinted from IEEE International Conference on Acoustics, Speech and Signal Processing, 2008 (ICASSP 2008). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Research areas

  • tracking, distributed estimation

Event

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Duration1 Mar 2008 → …
CountryUnited States
CityLas Vegas

Event: Conference

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