Multiple Track Estimation using Gaussian Mixture Probability Hypothesis Density Filter

Imtiaz Ahmed Imtiaz Ahmed

doi:10.9790/4200-0243742

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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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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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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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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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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The Gaussian Mixture Probability Hypothesis Density Filter and Its Application to Multi-Target Tracking

Chinese Journal of Computers ◽

10.3724/sp.j.1016.2012.00397 ◽

2012 ◽

Vol 35 (2) ◽

pp. 397-404 ◽

Cited By ~ 2

Author(s):

Xue-Bin LV ◽

Qun-Biao ZHOU ◽

Zheng-Mao CHEN ◽

Yun-Yu XIONG ◽

Kui CAI

Keyword(s):

Target Tracking ◽

Gaussian Mixture ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Multi Target Tracking ◽

Density Filter

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A Novel Prediction Algorithm in Gaussian-Mixture Probability Hypothesis Density Filter for Target Tracking

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-319-21978-3_33 ◽

2015 ◽

pp. 373-393 ◽

Cited By ~ 1

Author(s):

Komlan Atitey ◽

Yan Cang

Keyword(s):

Target Tracking ◽

Gaussian Mixture ◽

Prediction Algorithm ◽

Probability Hypothesis Density ◽

Probability Hypothesis Density Filter ◽

Density Filter

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