Jason L. Williams
Jason L. Williams
CSIRO Data61
Verifierad e-postadress på alum.mit.edu
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Approximate dynamic programming for communication-constrained sensor network management
JL Williams, JW Fisher III, AS Willsky
IEEE Transactions on signal Processing 55 (8), 4300-4311, 2007
1802007
Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA, and association-based member
JL Williams
IEEE Transactions on Aerospace and Electronic Systems 51 (3), 1664-1687, 2015
1472015
Cost-function-based Gaussian mixture reduction for target tracking
JL Williams, PS Maybeck
Proceedings of the sixth international conference of Information fusion 2 …, 2003
1442003
Message passing algorithms for scalable multitarget tracking
F Meyer, T Kropfreiter, JL Williams, R Lau, F Hlawatsch, P Braca, MZ Win
Proceedings of the IEEE 106 (2), 221-259, 2018
1052018
Approximate evaluation of marginal association probabilities with belief propagation
JL Williams, RA Lau
IEEE Transactions on Aerospace and Electronic Systems 50 (4), 2942-2959, 2014
1002014
Information theoretic sensor management
JL Williams
Massachusetts Institute of Technology, 2007
992007
Gaussian mixture reduction for tracking multiple maneuvering targets in clutter
JL Williams
AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH SCHOOL OF ENGINEERING AND …, 2003
862003
An efficient, variational approximation of the best fitting multi-Bernoulli filter
JL Williams
IEEE Transactions on Signal Processing 63 (1), 258-273, 2015
732015
Poisson multi-Bernoulli mixture filter: direct derivation and implementation
ÁF García-Fernández, JL Williams, K Granström, L Svensson
IEEE Transactions on Aerospace and Electronic Systems 54 (4), 1883-1901, 2018
632018
Hybrid Poisson and multi-Bernoulli filters
JL Williams
2012 15th International Conference on Information Fusion, 1103-1110, 2012
592012
An approximate dynamic programming approach to a communication constrained sensor management problem
JL Williams, JW Fisher III, AS Willsky
Proc. Eighth International Conference of Information Fusion, 2005
422005
Cost-function-based hypothesis control techniques for multiple hypothesis tracking
JL Williams, PS Maybeck
Mathematical and Computer Modelling 43 (9-10), 976-989, 2006
412006
Performance guarantees for information theoretic active inference
JL Williams, JW Fisher III, AS Willsky
Artificial Intelligence and Statistics, 620-627, 2007
392007
Bayesian Methods in the Search for MH370
S Davey, N Gordon, I Holland, M Rutten, J Williams
Springer Singapore, 2016
332016
Convergence of loopy belief propagation for data association
JL Williams, RA Lau
2010 Sixth International Conference on Intelligent Sensors, Sensor Networks …, 2010
282010
Data association by loopy belief propagation
JL Williams, RA Lau
2010 13th International Conference on Information Fusion, 1-8, 2010
282010
Poisson multi-Bernoulli mixture trackers: continuity through random finite sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Femández
2018 21st International Conference on Information Fusion (FUSION), 1-5, 2018
252018
Radar sensor management for detection and tracking
K White, J Williams, P Hoffensetz
2008 11th International Conference on Information Fusion, 1-8, 2008
232008
Experiments with graphical model implementations of multiple target multiple Bernoulli filters
JL Williams
2011 Seventh International Conference on Intelligent Sensors, Sensor …, 2011
172011
An approximate dynamic programming approach for communication constrained inference
JL Williams, JW Fisher III, AS Willsky
Proc. IEEE Workshop on Statistical Signal Processing, 1202-1207, 2005
172005
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Artiklar 1–20