کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
563854 875539 2010 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Sequential Monte Carlo methods for contour tracking of contaminant clouds
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Sequential Monte Carlo methods for contour tracking of contaminant clouds
چکیده انگلیسی

This paper addresses the problem of contour tracking for airborne emission of contaminant clouds. This is of particular relevance in the context of anti-terrorism and military applications. 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 be performed when the measurements are noisy. The tracking results also include the estimation uncertainty. The proposed technique is illustrated for both SCIPUFF and model generated emission scenarios and simulation experiments demonstrate successful tracking throughout the tracking period for both simple and complex environments.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 90, Issue 1, January 2010, Pages 249–260
نویسندگان
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