Data Association and Track Management for the Gaussian Mixture Probability Hypothesis Density Filter

Kusha Panta; Daniel E. Clark; Ba-Ngu Vo

doi:10.1109/taes.2009.5259179

Data Association and Track Management for the Gaussian Mixture Probability Hypothesis Density Filter

IEEE Transactions on Aerospace and Electronic Systems ◽

10.1109/taes.2009.5259179 ◽

2009 ◽

Vol 45 (3) ◽

pp. 1003-1016 ◽

Cited By ~ 142

Author(s):

Kusha Panta ◽

Daniel E. Clark ◽

Ba-Ngu Vo

Keyword(s):

Data Association ◽

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter ◽

Track Management

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Data Association for Cardinalized Probability Hypothesis Density Filter

2009 Fourth International Conference on Innovative Computing, Information and Control (ICICIC) ◽

10.1109/icicic.2009.153 ◽

2009 ◽

Cited By ~ 1

Author(s):

Yang Wang ◽

Zhongliang Jing ◽

Shiqiang Hu

Keyword(s):

Data Association ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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Binomial splitting Gaussian mixture implementation of the unscented Kalman probability hypothesis density filter

2016 17th International Radar Symposium (IRS) ◽

10.1109/irs.2016.7497284 ◽

2016 ◽

Author(s):

Peiliang Jing ◽

Ruibin Tu ◽

Shiyou Xu ◽

Zengping Chen

Keyword(s):

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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Multiple Track Estimation using Gaussian Mixture Probability Hypothesis Density Filter

IOSR Journal of VLSI and Signal processing ◽

10.9790/4200-0243742 ◽

2013 ◽

Vol 2 (4) ◽

pp. 37-42

Author(s):

Imtiaz Ahmed Imtiaz Ahmed

Keyword(s):

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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Gaussian mixture implementation of the cardinalized probability hypothesis density filter for superpositional sensors

2011 International Conference on Indoor Positioning and Indoor Navigation ◽

10.1109/ipin.2011.6071936 ◽

2011 ◽

Cited By ~ 6

Author(s):

Daniel Hauschildt

Keyword(s):

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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Penalized Gaussian mixture probability hypothesis density filter for multiple target tracking

Signal Processing ◽

10.1016/j.sigpro.2011.11.016 ◽

2012 ◽

Vol 92 (5) ◽

pp. 1230-1242 ◽

Cited By ~ 22

Author(s):

Mahdi Yazdian-Dehkordi ◽

Zohreh Azimifar ◽

Mohammad Ali Masnadi-Shirazi

Keyword(s):

Target Tracking ◽

Gaussian Mixture ◽

Multiple Target Tracking ◽

Multiple Target ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946986 ◽

2011 ◽

Cited By ~ 4

Author(s):

Axel Plinge ◽

Daniel Hauschildt ◽

Marius H. Hennecke ◽

Gernot A. Fink

Keyword(s):

Auditory Processing ◽

Microphone Array ◽

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Speaker Tracking ◽

Density Filter

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GMTI Tracking via the Gaussian Mixture Cardinalized Probability Hypothesis Density Filter

IEEE Transactions on Aerospace and Electronic Systems ◽

10.1109/taes.2010.5595597 ◽

2010 ◽

Vol 46 (4) ◽

pp. 1821-1833 ◽

Cited By ~ 33

Author(s):

Martin Ulmke ◽

Ozgur Erdinc ◽

Peter Willett

Keyword(s):

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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A Probability Hypothesis Density Filter and Data Association Based Algorithm for Multitarget Tracking with Pulse Doppler Radar

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2013.00106 ◽

2014 ◽

Vol 35 (11) ◽

pp. 2700-2706 ◽

Cited By ~ 1

Author(s):

Shun-cheng Tan ◽

Guo-hong Wang ◽

Na Wang ◽

You He

Keyword(s):

Doppler Radar ◽

Data Association ◽

Multitarget Tracking ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter ◽

Pulse Doppler ◽

Pulse Doppler Radar

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An improved merging method for Gaussian mixture probability hypothesis density filter

Optik ◽

10.1016/j.ijleo.2020.164282 ◽

2020 ◽

Vol 207 ◽

pp. 164282

Author(s):

Huanqing Zhang ◽

Li Gao

Keyword(s):

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter ◽

Merging Method

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Convergence Analysis of the Gaussian Mixture Extended-target Probability Hypothesis Density Filter

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2012.01343 ◽

2012 ◽

Vol 38 (8) ◽

pp. 1343 ◽

Cited By ~ 2

Author(s):

Feng LIAN ◽

Chong-Zhao HAN ◽

Wei-Feng LIU ◽

Xiang-Hui YUAN

Keyword(s):

Convergence Analysis ◽

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Target Probability ◽

Extended Target ◽

Density Filter

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