Title of article
Application of adaptive filters to track finding
Author/Authors
Frühwirth، نويسنده , , R. and Strandlie، نويسنده , , A.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2006
Pages
5
From page
162
To page
166
Abstract
We study the application of adaptive methods such as the Gaussian-sum filter and the Deterministic Annealing Filter to track finding in various scenarios with large amounts of noise. It is shown in simulation studies that such adaptive methods are competitive alternatives to a combinatorial Kalman filter, and that in some cases there are appreciable gains in speed of the track finding procedure with respect to the Kalman filter.
Keywords
Track finding , Gaussian-sum filter , Deterministic annealing filter , Combinatorial Kalman filter
Journal title
Nuclear Instruments and Methods in Physics Research Section A
Serial Year
2006
Journal title
Nuclear Instruments and Methods in Physics Research Section A
Record number
2199903
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