NDLI: Multi-Hypothesis Tracking of charged particles through drift tube arrays

Content Provider	IEEE Xplore Digital Library
Author	Borozdin, K.N. Fraser, A.M.
Copyright Year	2010
Description	Author affiliation: Los Alamos National Laboratory, Los Alamos, NM 87545 USA (Borozdin, K.N.; Fraser, A.M.)
Abstract	We report on the application of techniques from the target tracking literature to the experimental study of the distribution of charged particles. In the experiment we have multiple planes of position-sensitive detectors able to detect locations of particle hits in each sensitive plane. The problem we address here is determining how to combine a series of particular hits into a particle trajectory. This simple task is complicated by the specifics of the measurements, missed hits and background. In the target tracking literature, the challenge of associating hits in different images is called the association problem, and current best practice is Multi-Hypothesis Tracking or MHT. Recent work has investigated the possibility of using Markov chain Monte Carlo (MCMC) methods for addressing the multi-hypothesis challenge. In our study we report on results from both approaches and on the trade off between computational budget and accuracy. We extend the usual MHT formalism to select tracks with certain qualities and set quality flags as required by the experiment. In our presentation we describe in more detail our approach and preliminary results of its application to the experimental data.
Starting Page	1244
Ending Page	1250
File Size	616737
Page Count	7
File Format	PDF
ISBN	9781424491063
ISSN	10957863
e-ISBN	9781424491056
DOI	10.1109/NSSMIC.2010.5873966
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-30
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	multi-hypothesis tracking tracking position-sensitive detectors Kalman filtering
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A fast and accurate position sensitive timing detector for charged particles

Charged particle identification using difference in track length detected by two-dimensional multi-wire proportional counter

Visual Tracking With Group Motion Approach

A hybrid position-sensitive light charged particles detector

An Integrated Multi-channel Charged Particle Sensing System

Robust Object Tracking Against Template Drift

Multi-feature Visual Tracking Using Adaptive Unscented Kalman Filtering

Pedestrian detection and tracking using deformable part models and Kalman filtering

The CDF silicon vertex tracker

Multi-Hypothesis Tracking of charged particles through drift tube arrays

Similar Documents

A fast and accurate position sensitive timing detector for charged particles

Charged particle identification using difference in track length detected by two-dimensional multi-wire proportional counter

Visual Tracking With Group Motion Approach

A hybrid position-sensitive light charged particles detector

An Integrated Multi-channel Charged Particle Sensing System

Robust Object Tracking Against Template Drift

Multi-feature Visual Tracking Using Adaptive Unscented Kalman Filtering

Pedestrian detection and tracking using deformable part models and Kalman filtering

The CDF silicon vertex tracker

Multi-Hypothesis Tracking of charged particles through drift tube arrays