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Author:

Chaves, Stephen Marc

Title:

Using Kalman Filtering to Improve a Low-Cost GPS-Based Collision Warning System for Vehicle Convoys

Graduate Program:

Mechanical Engineering

Keywords:

Kalman filter
collision warning
GPS
vehicle convoys

File:

Download CHAVES_MS_THESIS.pdf

Committee Members:

Sean N Brennan, Thesis Advisor/Co-Advisor
Sean N Brennan, Thesis Advisor/Co-Advisor

Author:

Zhang, Weizhi

Title:

Indoor Optical Positioning System

Graduate Program:

Electrical Engineering

Keywords:

Light emitting diode
visible light communications
indoor positioning
Kalman filter
sensor fusion

File:

Download Rev_7_Weizhi_Zhang_Thesis.pdf

Committee Members:

Mohsen Kavehrad, Dissertation Advisor/Co-Advisor
Mohsen Kavehrad, Committee Chair/Co-Chair
Shizhuo Yin, Committee Member
Zhiwen Liu, Committee Member
Jian Xu, Committee Member

Author:

Lo, Lawrence Laohaopheng

Title:

Kalman filter models for ecological momentary assessment designs

Graduate Program:

Human Development and Family Studies

Keywords:

Time series analysis
Kalman filter
Ecological momentary assessment

File:

Download MastersThesisLLL061714b.pdf

Committee Members:

Peter Cm Molenaar, Thesis Advisor/Co-Advisor
Michael J Rovine, Thesis Advisor/Co-Advisor

Author:

Zhen, Yicun

Title:

ACCOUNTING FOR THE MODELING ERROR AND SAMPLING ERROR OF ENSEMBLE KALMAN FILTERS

Graduate Program:

Mathematics

Keywords:

Kalman filter
model error
sampling error
covariance localization
covariance inflation
covariance estimation
EnKF

File:

Download YicunZhen-Dissertation.pdf

Committee Members:

Yuxi Zheng, Dissertation Advisor/Co-Advisor
Yuxi Zheng, Committee Chair/Co-Chair
Ludmil Tomov Zikatanov, Committee Member
Alexei Novikov, Committee Member
Murali Haran, Outside Member
Fuqing Zhang, Dissertation Advisor/Co-Advisor
Fuqing Zhang, Committee Chair/Co-Chair

Author:

Baldwin, Douglas C

Title:

IMPROVING ESTIMATES OF ROOT ZONE SOIL MOISTURE TO UNDERSTAND ECOSYSTEM DROUGHT SENSITIVITY

Graduate Program:

Geography

Keywords:

Soil moisture
Bayesian
MCMC
Root zone
Remote sensing
Kalman filter
Drought
Carbon

File:

Download Baldwin_dissertation.pdf

Committee Members:

Erica A H Smithwick, Dissertation Advisor/Co-Advisor
Erica A H Smithwick, Committee Chair/Co-Chair
Alan MacEachren, Committee Member
Kenneth Davis, Committee Member
Klaus Keller, Outside Member

Author:

Ou, Lu

Title:

ESTIMATION OF NONLINEAR MIXED-EFFECTS CONTINUOUS-TIME MODELS

Graduate Program:

Human Development and Family Studies

Keywords:

continuous-time model
mixed-effects model
nonlinear dynamic model
Kalman filter
differential equations

File:

Download Dissertation_Lu_Ou.pdf

Committee Members:

Sy-Miin Chow, Dissertation Advisor/Co-Advisor
Sy-Miin Chow, Committee Chair/Co-Chair
Peter C.M. Molenaar, Committee Member
Cynthia Stifter, Committee Member
Zhibiao Zhao, Outside Member
Timothy R. Brick, Committee Member
Zhaohua Lu, Special Member

Author:

Chen, Meng

Title:

Dual Estimation in State Space Models with Violation to Normality: A Comparison between the Extended Kalman Filter and the Particle Filter

Graduate Program:

Statistics

Keywords:

state space model
Kalman filter
particle filter
dual estimation

File:

Download MengChen_MastersThesis_FinalSubmission.pdf

Committee Members:

Murali Haran, Thesis Advisor/Co-Advisor
Le Bao, Committee Member
Ephraim Mont Hanks, Committee Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Chen, Meng

Title:

What More Can We Do with Continuous-time Models? Model Fitting Approches for Mixed-effect Models and Non-normal Data

Graduate Program:

Human Development and Family Studies

Keywords:

intensive longitidinal data
human regulatory processes
Kalman filter
particle filter
iterated filtering
Stan
ordinal data
continuous-time dynamic models

File:

Download MChen_Dissertation_submission_2.pdf

Committee Members:

Sy-Miin Chow, Dissertation Advisor/Co-Advisor
Sy-Miin Chow, Committee Chair/Co-Chair
Zita Oravecz, Committee Member
Erika Sell Lunkenheimer, Committee Member
Murali Haran, Outside Member
Charles Geier, Program Head/Chair