Yunfei Xu
Yunfei Xu
Verified email at egr.msu.edu
Title
Cited by
Cited by
Year
Mobile sensor network navigation using gaussian processes with truncated observations
Y Xu, J Choi, S Oh
IEEE Transactions on Robotics 27 (6), 1118-1131, 2011
1112011
Adaptive sampling for learning Gaussian processes using mobile sensor networks
Y Xu, J Choi
Sensors 11 (3), 3051-3066, 2011
862011
Gaussian process regression for sensor networks under localization uncertainty
M Jadaliha, Y Xu, J Choi, NS Johnson, W Li
IEEE Transactions on Signal Processing 61 (2), 223-237, 2012
542012
Sequential Bayesian prediction and adaptive sampling algorithms for mobile sensor networks
Y Xu, J Choi, S Dass, T Maiti
IEEE Transactions on Automatic Control 57 (8), 2078-2084, 2011
472011
Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields
Y Xu, J Choi, S Dass, T Maiti
Automatica 49 (12), 3520-3530, 2013
462013
Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields
Y Xu, J Choi
Automatica 48 (8), 1735-1740, 2012
302012
Bayesian prediction and adaptive sampling algorithms for mobile sensor networks: Online environmental field reconstruction in space and time
Y Xu, J Choi, S Dass, T Maiti
Springer International Publishing, 2016
272016
Optimal control of the spine system
Y Xu, J Choi, NP Reeves, J Cholewicki
Journal of biomechanical engineering 132 (5), 2010
242010
Explorative navigation of mobile sensor networks using sparse Gaussian processes
S Oh, Y Xu, J Choi
49th IEEE Conference on Decision and Control (CDC), 3851-3856, 2010
192010
Transactions on Large-Scale Data-and Knowledge-Centered Systems XVIII
A Hameurlain, J Küng, R Wagner, H Decker, L Lhotska, S Link
Springer Berlin Heidelberg:., 2015
16*2015
Mobile sensor networks for learning anisotropic gaussian processes
Y Xu, J Choi
2009 American Control Conference, 5049-5054, 2009
152009
Introduction: Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks
Y Xu, J Choi, S Dass, T Maiti
Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor …, 2016
102016
Efficient spatial prediction using gaussian markov random fields under uncertain localization
M Jadaliha, Y Xu, J Choi
Dynamic Systems and Control Conference 45318, 253-262, 2012
82012
Stochastic adaptive sampling for mobile sensor networks using kernel regression
Y Xu, J Choi
International Journal of Control, Automation and Systems 10 (4), 778-786, 2012
82012
Gaussian process regression using Laplace approximations under localization uncertainty
M Jadaliha, Y Xu, J Choi
2012 American Control Conference (ACC), 1394-1399, 2012
62012
Navigation strategies for swarm intelligence using spatio-temproal gaussian processes
J Choi, J Lee, Y Xu, S Oh
Special issue on Swarm Robotics, Neural Computation and Applications, 2010
32010
Fully Bayesian Prediction Algorithms for Mobile Robotic Sensors under Uncertain Localization Using Gaussian Markov Random Fields
M Jadaliha, J Jeong, Y Xu, J Choi, J Kim
Sensors 18 (9), 2866, 2018
12018
A unified Bayesian approach for prediction and detection using mobile sensor networks
Y Xu, J Choi, S Dass, T Maiti
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 1180-1185, 2012
12012
Environmental Adaptive Sampling for Mobile Sensor networks using Gaussian processes
Y Xu
Michigan State University. Mechanical Engineering, 2011
12011
New Efficient Spatial Model with Built-In Gaussian Markov Random Fields
Y Xu, J Choi, S Dass, T Maiti
Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor …, 2016
2016
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Articles 1–20