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Yunpeng Li
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2017
Li, Y.
, and
M. J. Coates
,
"
Particle Filtering with Invertible Particle Flow
",
IEEE Transactions on Signal Processing
, vol. 65, issue 15, pp. 4102 - 4116, 08/2017.
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PFPF.zip
(214.67 KB)
Saucan, A. - A.
,
Y. Li
, and
M. J. Coates
,
"
Particle flow superpositional GLMB filter
",
Proc. SPIE Conf. Signal Process., Sensor/Inform. Fusion, Target Recog. XXVI
, Anaheim, CA, 04/2017.
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particle-flow-superpositional_final.pdf
(377.8 KB)
Saucan, A. - A.
,
Y. Li
, and
M. J. Coates
,
"
Particle flow SMC delta-GLMB filter
",
Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP)
, New Orleans, LA, 03/2017.
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pfpf_GLMB_final.pdf
(810.32 KB)
Li, Y.
,
E. Porter
,
A. Santorelli
,
M. Popovic
, and
M. J. Coates
,
"
Microwave Breast Cancer Detection via Cost-sensitive Ensemble Classifiers: Phantom and Patient Investigation
",
Biomedical Signal Processing and Control
, vol. 31, 01/2017.
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bspc_2016.pdf
(1.13 MB)
Li, Y.
, and
M. J. Coates
,
"
Sequential MCMC with Invertible Particle Flow
",
Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP)
, New Orleans, LA, 2017.
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SMCMC_invertible_particle_flow.pdf
(241.21 KB)
2016
Li, Y.
, and
M. J. Coates
,
"
Fast Particle Flow Particle Filters via Clustering
",
International Conference on Information Fusion
, Heidelberg, Germany, 07/2016.
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fusion_2016.pdf
(231.65 KB)
Li, Y.
,
A. Santorelli
, and
M. J. Coates
,
"
Comparison of microwave breast cancer detection results with breast phantom data and clinical trial data: varying the number of antennas
",
European Conf. Antennas and Propag. (EuCAP)
, Davos, Switzerland, 04/2016.
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eucap2016.pdf
(597.26 KB)
Zhao, L.
,
J. Wang
,
Y. Li
, and
M. J. Coates
,
"
Gaussian particle flow implementation of PHD filter
",
Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog.
, 04/2016.
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Gaussian_particle_flow_implementation_of_PHD_filter.pdf
(556.36 KB)
Li, Y.
,
L. Zhao
, and
M. J. Coates
,
"
Particle flow for particle filtering
",
Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP)
, Shanghai, China, 03/2016.
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ICASSP2016_Li.pdf
(205.05 KB)
2015
Li, Y.
,
L. Zhao
, and
M. J. Coates
,
"
Particle flow auxiliary particle filter
",
IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
, Cancun, Mexico, 12/2015.
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CAMSAP2015_V7.pdf
(203.42 KB)
Li, Y.
,
A. Santorelli
,
O. Laforest
, and
M. J. Coates
,
"
Cost-sensitive ensemble classifiers for microwave breast cancer detection
",
IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP)
, Brisbane, Australia, 04/2015.
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ICASSP2015_Li.pdf
(706.96 KB)
Li, Y.
,
E. Porter
, and
M. J. Coates
,
"
Imaging-based Classification Algorithms on Clinical Trial Data with Injected Tumour Responses
",
European Conf. Antennas and Propag. (EuCAP)
, Lisbon, Portugal, 04/2015.
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EuCAP2015_Li.pdf
(356.6 KB)
2014
Santorelli, A.
,
Y. Li
,
E. Porter
,
M. Popovic
, and
M. J. Coates
,
"
Investigation of classification algorithms for a prototype microwave breast cancer monitor
",
in Proc. European Conf. Antennas and Propag. (EuCAP)
, The Hague, The Netherlands, Apr. 2014.
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2013
Nannuru, S.
,
Y. Li
,
Y. Zeng
,
M. J. Coates
, and
B. Yang
,
"
Radio frequency tomography for passive indoor multi-target tracking
",
IEEE Trans. Mobile Computing
, Dec 2013.
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Nannuru_TMC2013.pdf
(9.11 MB);
paper_outline_v17.pdf
(9.11 MB)
2012
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Effect of velocity parameter on tracking for radio-frequency tomography experiments
",
Technical report
, Montreal, McGill University, Aug 2012.
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tech_report_velocity.pdf
(74.4 KB)
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Skew-Laplace model parameters for radio-frequency tomography experiments
",
Technical Report
: Department of Electrical and Computer Engineering, McGill University, April 2012.
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tech_report.pdf
(118.57 KB)
2011
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Multi-target device-free tracking using radio frequency tomography
",
International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)
, Dec. 2011.
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Nannuru_ISSNIP2011.pdf
(623.27 KB);
issnip-camera-ready.pdf
(623.27 KB)
Chen, X.
,
A. Edelstein
,
Y. Li
,
M. J. Coates
,
M. G. Rabbat
, and
A. Men
,
"
Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements
",
IEEE International Conference on Information Processing in Sensor Networks (IPSN)
, Chicago, IL, USA, pp. 342 -353, Apr 2011.
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IPSN_Chen_2011.pdf
(581.69 KB)
Li, Y.
,
X. Chen
,
M. J. Coates
, and
B. Yang
,
"
Sequential Monte Carlo Radio-Frequency Tomographic Tracking
",
International Conference on Acoustics, Speech, and Signal Processing
, Prague, Czech Republic , IEEE, pp. 3976 - 3979 , 05/2011.
Abstract
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