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1

Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields

Yunfei Xu, Jongeun Choi

Journal:

Year:

2012

Language:

english

File:

PDF, 939 KB

english, 2012

2

Stochastic adaptive sampling for mobile sensor networks using kernel regression

Yunfei Xu, Jongeun Choi

Journal:

International Journal of Control, Automation and Systems

Year:

2012

Language:

english

File:

PDF, 1.15 MB

english, 2012

3

Sequential Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks

Yunfei Xu,, Jongeun Choi,, Dass, S., Maiti, T.

Journal:

IEEE Transactions on Automatic Control

Year:

2012

Language:

english

File:

PDF, 699 KB

english, 2012

4

Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields

Xu, Yunfei, Choi, Jongeun, Dass, Sarat, Maiti, Tapabrata

Journal:

Year:

2013

Language:

english

File:

PDF, 1.92 MB

english, 2013

5

Optimal Control of the Spine System

Xu, Yunfei, Choi, Jongeun, Reeves, N. Peter, Cholewicki, Jacek

Journal:

Journal of Biomechanical Engineering

Year:

2010

Language:

english

File:

PDF, 1.03 MB

english, 2010

6

Mobile Sensor Network Navigation Using Gaussian Processes With Truncated Observations

Yunfei Xu, Jongeun Choi, Songhwai Oh

Journal:

IEEE Transactions on Robotics

Year:

2011

Language:

english

File:

PDF, 972 KB

english, 2011

7

[IEEE 2012 American Control Conference - ACC 2012 - Montreal, QC (2012.6.27-2012.6.29)] 2012 American Control Conference (ACC) - Gaussian process regression using Laplace approximations under localization uncertainty

Jadaliha, M., Yunfei Xu,, Jongeun Choi,

Year:

2012

Language:

english

File:

PDF, 371 KB

english, 2012

8

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - A unified Bayesian approach for prediction and detection using mobile sensor networks

Xu, Yunfei, Choi, Jongeun, Dass, Sarat, Maiti, Tapabrata

Year:

2012

Language:

english

File:

PDF, 516 KB

english, 2012

9

[IEEE 2010 49th IEEE Conference on Decision and Control (CDC) - Atlanta, GA, USA (2010.12.15-2010.12.17)] 49th IEEE Conference on Decision and Control (CDC) - Explorative navigation of mobile sensor networks using sparse Gaussian processes

Oh, Songhwai, Xu, Yunfei, Choi, Jongeun

Year:

2010

Language:

english

File:

PDF, 1.40 MB

english, 2010

10

[IEEE 2009 American Control Conference - St. Louis, MO, USA (2009.06.10-2009.06.12)] 2009 American Control Conference - Mobile Sensor Networks for Learning Anisotropic Gaussian Processes

Yunfei Xu,, Choi, Jongeun

Year:

2009

Language:

english

File:

PDF, 1.42 MB

english, 2009

11

[IEEE 2010 American Control Conference (ACC 2010) - Baltimore, MD (2010.6.30-2010.7.2)] Proceedings of the 2010 American Control Conference - Stochastic adaptive sampling for mobile sensor networks using kernel regression

Yunfei Xu,, Jongeun Choi,

Year:

2010

Language:

english

File:

PDF, 1.32 MB

english, 2010

12

Gaussian Process Regression for Sensor Networks Under Localization Uncertainty

Jadaliha, Mahdi, Xu, Yunfei, Choi, Jongeun, Johnson, Nicholas S., Li, Weiming

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 4.11 MB

english, 2013

13

[IEEE 2011 American Control Conference - San Francisco, CA (2011.6.29-2011.7.1)] Proceedings of the 2011 American Control Conference - Bayesian prediction and adaptive sampling algorithms for mobile sensor networks

Yunfei Xu,, Jongeun Choi,, Dass, Sarat, Maiti, Taps

Year:

2011

Language:

english

File:

PDF, 358 KB

english, 2011

14

[IEEE 2012 American Control Conference - ACC 2012 - Montreal, QC (2012.6.27-2012.6.29)] 2012 American Control Conference (ACC) - Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields

Yunfei Xu,, Jongeun Choi,, Dass, S., Maiti, T.

Year:

2012

Language:

english

File:

PDF, 434 KB

english, 2012

15

Adaptive Sampling for Learning Gaussian Processes Using Mobile Sensor Networks

Xu, Yunfei, Choi, Jongeun

Journal:

Year:

2011

Language:

english

File:

PDF, 1.41 MB

english, 2011

16

[SpringerBriefs in Electrical and Computer Engineering] Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks ||

Xu, Yunfei, Choi, Jongeun, Dass, Sarat, Maiti, Tapabrata

Year:

2016

Language:

english

File:

PDF, 5.60 MB

english, 2016

17

[ASME ASME 2009 Dynamic Systems and Control Conference - Hollywood, California, USA (October 12–14, 2009)] ASME 2009 Dynamic Systems and Control Conference, Volume 2 - Optimal Coordination of Mobile Sensor Networks Using Gaussian Processes

Xu, Yunfei, Choi, Jongeun

Year:

2009

Language:

english

File:

PDF, 596 KB

english, 2009

18

[ASME ASME 2009 Dynamic Systems and Control Conference - Hollywood, California, USA (October 12–14, 2009)] ASME 2009 Dynamic Systems and Control Conference, Volume 1 - Optimal Neuromuscular Control of Spine Systems

Xu, Yunfei, Choi, Jongeun, Reeves, N. Peter, Cholewicki, Jacek

Year:

2009

Language:

english

File:

PDF, 1.16 MB

english, 2009

19

[ASME ASME 2012 5th Annual Dynamic Systems and Control Conference joint with the JSME 2012 11th Motion and Vibration Conference - Fort Lauderdale, Florida, USA (Wednesday 17 October 2012)] Volume 3: Renewable Energy Systems; Robotics; Robust Control; Single Track Vehicle Dynamics and Control; Stochastic Models, Control and Algorithms in Robotics; Structure Dynamics and Smart Structures; - Efficient Spatial Prediction Using Gaussian Markov Random Fields Under Uncertain Localization

Jadaliha, Mahdi, Xu, Yunfei, Choi, Jongeun

Year:

2012

Language:

english

File:

PDF, 394 KB

english, 2012

20

Fully Bayesian Prediction Algorithms for Mobile Robotic Sensors under Uncertain Localization Using Gaussian Markov Random Fields

Jadaliha, Mahdi , Jeong, Jinho, Xu, Yunfei , Choi, Jongeun, Kim, Junghoon

Journal:

Year:

2018

Language:

english

File:

PDF, 2.94 MB

english, 2018