Sotabase

Career

· Assistant Professor of Economics, UCLA2023–
· PhD Student, Massachusetts Institute of Technology (MIT)2016–2022
· S.B., Massachusetts Institute of Technology (MIT)2016–

Publications (325)

Adaptive Target Birth Intensity for PHD and CPHD Filters
IEEE Transactions on Aerospace and Electronic Systems · 2012
298
cited
Distributed Fusion of PHD Filters Via Exponential Mixture Densities
IEEE Journal on Selected Topics in Signal Processing · 2013
213
cited
Improved SMC implementation of the PHD filter
Fusion · 2010
170
cited
A Note on the Reward Function for PHD Filters with Sensor Control
IEEE Transactions on Aerospace and Electronic Systems · 2011
155
cited
The GM-PHD Filter Multiple Target Tracker
Fusion · 2006
150
cited
Multi-target state estimation and track continuity for the particle PHD filter
IEEE Transactions on Aerospace and Electronic Systems · 2007
136
cited
Convergence Analysis of the Gaussian Mixture PHD Filter
IEEE Transactions on Signal Processing · 2007
135
cited
Convergence results for the particle PHD filter
IEEE Transactions on Signal Processing · 2006
129
cited
Robust multi-object sensor fusion with unknown correlations
2010
122
cited
Particle PHD filter multiple target tracking in sonar image
IEEE Transactions on Aerospace and Electronic Systems · 2007
108
cited
Ecological divergence of wild birds drives avian influenza spillover and global spread
PLoS Pathogens · 2022
105
cited
SLAM With Dynamic Targets via Single-Cluster PHD Filtering
IEEE Journal on Selected Topics in Signal Processing · 2013
105
cited
Bayesian multiple target tracking in forward scan sonar images using the PHD filter
2005
101
cited
Bayesian Multi-Object Filtering With Amplitude Feature Likelihood for Unknown Object SNR
IEEE Transactions on Signal Processing · 2010
92
cited
Bernoulli Forward-Backward Smoothing for Joint Target Detection and Tracking
IEEE Transactions on Signal Processing · 2011
87
cited
Performance evaluation of multi-target tracking using the OSPA metric
Fusion · 2010
69
cited
Calibration of Multi-Target Tracking Algorithms Using Non-Cooperative Targets
IEEE Journal on Selected Topics in Signal Processing · 2013
68
cited
Fusion of Finite-Set Distributions: Pointwise Consistency and Global Cardinality
IEEE Transactions on Aerospace and Electronic Systems · 2018
61
cited
GM-PHD filter multitarget tracking in sonar images
SPIE Defense + Commercial Sensing · 2006
56
cited
On the ordering of the sensors in the iterated-corrector probability hypothesis density (PHD) filter
Defense + Commercial Sensing · 2011
53
cited
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Daniel E. Clark | Researcher Profile | Sotabase | Sotabase